> ## Documentation Index
> Fetch the complete documentation index at: https://usefulai.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Best AI Use Cases for Marketing in 2026

> The 7 best AI use cases for marketing teams - content drafting, repurposing, research, and campaign analysis - each with integrations and exact setup steps.

<div className="uai-updated-row">Updated July 25, 2026</div>

Marketing teams lose hours turning the same source material into briefs, drafts, channel variants, and performance reports. These are the seven AI workflows that give you the most useful time back.

<p className="uai-agentline">All 7 run on whichever AI agent you already use - <span className="uai-nowrap"><img src="https://mintcdn.com/usefulai/DapqcZBWDcIyQCBz/images/icons/48/claude.ai.png?fit=max&auto=format&n=DapqcZBWDcIyQCBz&q=85&s=fb415c7174f1e2e8f24101e1c7275b99" alt="Claude" title="Claude" noZoom width="48" height="48" data-path="images/icons/48/claude.ai.png" /><a href="https://claude.com/product/overview" target="_blank" rel="noreferrer">Claude</a></span>, <span className="uai-nowrap"><img src="https://mintcdn.com/usefulai/C5xOaAf4Os-Vu41o/images/icons/48/chatgpt.com.png?fit=max&auto=format&n=C5xOaAf4Os-Vu41o&q=85&s=5e7f3de17cf2c7fc46864bfdcb97b95e" alt="ChatGPT" title="ChatGPT" noZoom width="48" height="48" data-path="images/icons/48/chatgpt.com.png" /><a href="https://chatgpt.com/overview/" target="_blank" rel="noreferrer">ChatGPT</a></span>, <span className="uai-nowrap"><img src="https://mintcdn.com/usefulai/XcFilG3Fp3z_o28-/images/icons/48/gemini.google.com.png?fit=max&auto=format&n=XcFilG3Fp3z_o28-&q=85&s=5c434f620bb7ec5b5a3b5aeec74fd971" alt="Gemini" title="Gemini" noZoom width="48" height="48" data-path="images/icons/48/gemini.google.com.png" /><a href="https://gemini.google/overview/" target="_blank" rel="noreferrer">Gemini</a></span>, or <span className="uai-nowrap"><img src="https://mintcdn.com/usefulai/C5xOaAf4Os-Vu41o/images/icons/48/copilot.microsoft.com.png?fit=max&auto=format&n=C5xOaAf4Os-Vu41o&q=85&s=bebadbf008e5ab9d56f380e10a71aef0" alt="Microsoft Copilot" title="Microsoft Copilot" noZoom width="48" height="48" data-path="images/icons/48/copilot.microsoft.com.png" /><a href="https://www.microsoft.com/en-us/microsoft-365-copilot" target="_blank" rel="noreferrer">Microsoft Copilot</a></span> - connected to the tools listed with each use case.</p>

## Best AI Marketing Use Cases

<div className="uai-overview-table uai-overview-table--ranked uai-overview-table--metric-right">
  | # | Use case                                                                                                      | Key integrations                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        | Est. time saved <Tooltip tip="Directional estimates for one full-time B2B marketer in a normal week. Savings depend on content volume, campaign cadence, and how much source material is already organized."><span className="uai-tip-icon"><Icon icon="circle-info" size={12} color="currentColor" /><span className="uai-sr-only">About the estimate</span></span></Tooltip> |
  | - | ------------------------------------------------------------------------------------------------------------- | 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| ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
  | 1 | <a href="#draft-marketing-content" className="uai-tbllink no-underline">Draft marketing content</a>           | <span className="uai-tblpills"><span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/HJ0On2gL236nYMqk/images/icons/48/docs.google.com.png?fit=max&auto=format&n=HJ0On2gL236nYMqk&q=85&s=99f0055b99bf8d2b22343a2704756f55" alt="Google Docs" title="Google Docs" noZoom width="48" height="48" data-path="images/icons/48/docs.google.com.png" /><img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/notion.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=f55a7df0c5b731f07a0985551af40510" alt="Notion" title="Notion" noZoom width="48" height="48" data-path="images/icons/48/notion.com.png" />Docs</span><span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" title="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" /><img src="https://mintcdn.com/usefulai/AHrz0Wwy4lVZj5MG/images/icons/48/webflow.com.png?fit=max&auto=format&n=AHrz0Wwy4lVZj5MG&q=85&s=0c1b06e2dd42c7a00194b7bf8c8e0040" alt="Webflow" title="Webflow" noZoom width="48" height="48" data-path="images/icons/48/webflow.com.png" />CMS</span></span>                                                                                                   | **3** hr/wk                                                                                                                                                                                                                                                                                                                                                                    |
  | 2 | <a href="#repurpose-marketing-content" className="uai-tbllink no-underline">Repurpose marketing content</a>   | <span className="uai-tblpills"><span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/uuQvup7PYSSgULe9/images/icons/48/drive.google.com.png?fit=max&auto=format&n=uuQvup7PYSSgULe9&q=85&s=9a00c86c647c027f2534779246e143bf" alt="Google Drive" title="Google Drive" noZoom width="48" height="48" data-path="images/icons/48/drive.google.com.png" /><img src="https://mintcdn.com/usefulai/4phvq9ByoSWJHWEz/images/icons/48/sharepoint.com.png?fit=max&auto=format&n=4phvq9ByoSWJHWEz&q=85&s=18ec79bbf42d991ccc95f3fd68ac6458" alt="SharePoint" title="SharePoint" noZoom width="48" height="48" data-path="images/icons/48/sharepoint.com.png" />Files</span><span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/V3UY3aFtaYLn-mrg/images/icons/48/buffer.com.png?fit=max&auto=format&n=V3UY3aFtaYLn-mrg&q=85&s=7cdebbfa21cc1062dfccdec259bd7e83" alt="Buffer" title="Buffer" noZoom width="48" height="48" data-path="images/icons/48/buffer.com.png" /><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hootsuite.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=9cbbdcb2b39e2a408af4e00704d9aa16" alt="Hootsuite" title="Hootsuite" noZoom width="48" height="48" data-path="images/icons/48/hootsuite.com.png" />Social</span></span>                                   | **2** hr/wk                                                                                                                                                                                                                                                                                                                                                                    |
  | 3 | <a href="#conduct-market-research" className="uai-tbllink no-underline">Conduct market research</a>           | <span className="uai-tblpills"><span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/HJ0On2gL236nYMqk/images/icons/48/docs.google.com.png?fit=max&auto=format&n=HJ0On2gL236nYMqk&q=85&s=99f0055b99bf8d2b22343a2704756f55" alt="Google Docs" title="Google Docs" noZoom width="48" height="48" data-path="images/icons/48/docs.google.com.png" /><img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/notion.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=f55a7df0c5b731f07a0985551af40510" alt="Notion" title="Notion" noZoom width="48" height="48" data-path="images/icons/48/notion.com.png" />Docs</span><span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/82PG1Up2qz4DPkMj/images/icons/48/salesforce.com.png?fit=max&auto=format&n=82PG1Up2qz4DPkMj&q=85&s=ecb55e44e198ea0f48db7d948dfae739" alt="Salesforce" title="Salesforce" noZoom width="48" height="48" data-path="images/icons/48/salesforce.com.png" /><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" title="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" />CRM</span></span>                                                                     | **2** hr/wk                                                                                                                                                                                                                                                                                                                                                                    |
  | 4 | <a href="#analyze-campaign-performance" className="uai-tbllink no-underline">Analyze campaign performance</a> | <span className="uai-tblpills"><span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/Qkh6WYyZXPMaeRW_/images/icons/48/powerbi.microsoft.com.png?fit=max&auto=format&n=Qkh6WYyZXPMaeRW_&q=85&s=80d2652a3305edbbc2216729f18d6181" alt="Power BI" title="Power BI" noZoom width="48" height="48" data-path="images/icons/48/powerbi.microsoft.com.png" /><img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/tableau.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=97dea7efad1d676a6f3b14791dc55c2d" alt="Tableau" title="Tableau" noZoom width="48" height="48" data-path="images/icons/48/tableau.com.png" />BI</span><span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/MfWPxrmA3ZwUYT3b/images/icons/48/ads.google.com.png?fit=max&auto=format&n=MfWPxrmA3ZwUYT3b&q=85&s=04bfaeffd8c38acacdaf03edadc9e540" alt="Google Ads" title="Google Ads" noZoom width="48" height="48" data-path="images/icons/48/ads.google.com.png" /><img src="https://mintcdn.com/usefulai/C5xOaAf4Os-Vu41o/images/icons/48/linkedin.com.png?fit=max&auto=format&n=C5xOaAf4Os-Vu41o&q=85&s=869bad2338d941be8238d14e1dec6504" alt="LinkedIn Ads" title="LinkedIn Ads" noZoom width="48" height="48" data-path="images/icons/48/linkedin.com.png" />Ads</span></span> | **1.5** hr/wk                                                                                                                                                                                                                                                                                                                                                                  |
  | 5 | <a href="#personalize-email-campaigns" className="uai-tbllink no-underline">Personalize email campaigns</a>   | <span className="uai-tblpills"><span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" title="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" /><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/klaviyo.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=2b1841026bd7e934876e915dae02f0fb" alt="Klaviyo" title="Klaviyo" noZoom width="48" height="48" data-path="images/icons/48/klaviyo.com.png" />Email marketing</span><span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/82PG1Up2qz4DPkMj/images/icons/48/salesforce.com.png?fit=max&auto=format&n=82PG1Up2qz4DPkMj&q=85&s=ecb55e44e198ea0f48db7d948dfae739" alt="Salesforce" title="Salesforce" noZoom width="48" height="48" data-path="images/icons/48/salesforce.com.png" /><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" title="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" />CRM</span></span>                                                                                        | **1.5** hr/wk                                                                                                                                                                                                                                                                                                                                                                  |
  | 6 | <a href="#create-campaign-briefs" className="uai-tbllink no-underline">Create campaign briefs</a>             | <span className="uai-tblpills"><span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/HJ0On2gL236nYMqk/images/icons/48/docs.google.com.png?fit=max&auto=format&n=HJ0On2gL236nYMqk&q=85&s=99f0055b99bf8d2b22343a2704756f55" alt="Google Docs" title="Google Docs" noZoom width="48" height="48" data-path="images/icons/48/docs.google.com.png" /><img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/notion.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=f55a7df0c5b731f07a0985551af40510" alt="Notion" title="Notion" noZoom width="48" height="48" data-path="images/icons/48/notion.com.png" />Docs</span><span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/82PG1Up2qz4DPkMj/images/icons/48/salesforce.com.png?fit=max&auto=format&n=82PG1Up2qz4DPkMj&q=85&s=ecb55e44e198ea0f48db7d948dfae739" alt="Salesforce" title="Salesforce" noZoom width="48" height="48" data-path="images/icons/48/salesforce.com.png" /><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" title="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" />CRM</span></span>                                                                     | **1** hr/wk                                                                                                                                                                                                                                                                                                                                                                    |
  | 7 | <a href="#monitor-brand-mentions" className="uai-tbllink no-underline">Monitor brand mentions</a>             | <span className="uai-tblpills"><span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/IWAw2nPuNRwa_pHP/images/icons/48/brandwatch.com.png?fit=max&auto=format&n=IWAw2nPuNRwa_pHP&q=85&s=e5ae8a9ff53c1fd6bb8b8a099e062b42" alt="Brandwatch" title="Brandwatch" noZoom width="48" height="48" data-path="images/icons/48/brandwatch.com.png" /><img src="https://mintcdn.com/usefulai/ri8jp4LyuU5sCXj0/images/icons/48/mention.com.png?fit=max&auto=format&n=ri8jp4LyuU5sCXj0&q=85&s=0e5600ab6414aa13b56daa66cc209941" alt="Mention" title="Mention" noZoom width="48" height="48" data-path="images/icons/48/mention.com.png" />Social listening</span><span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/slack.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=80f705a24524a002fdc059299d494a6b" alt="Slack" title="Slack" noZoom width="48" height="48" data-path="images/icons/48/slack.com.png" /><img src="https://mintcdn.com/usefulai/AHrz0Wwy4lVZj5MG/images/icons/48/teams.microsoft.com.png?fit=max&auto=format&n=AHrz0Wwy4lVZj5MG&q=85&s=82b2bde2aca7704a34aa28bc3b17e4b5" alt="Microsoft Teams" title="Microsoft Teams" noZoom width="48" height="48" data-path="images/icons/48/teams.microsoft.com.png" />Chat</span></span>                          | **1** hr/wk                                                                                                                                                                                                                                                                                                                                                                    |
</div>

***

<div className="uai-itemcard uai-itemcard--v6" role="article">
  <div className="uai-itemcard-head uai-itemcard-head--noicon">
    <div className="uai-itemcard-identity">
      <div className="uai-itemcard-row uai-itemcard-row--title">
        <h2>Draft marketing content</h2>
      </div>

      <div className="uai-itemcard-row">
        <span className="uai-itemcard-note uai-itemcard-note--green">Best first workflow - turn a finished brief into a strong first draft</span>
      </div>
    </div>

    <div className="uai-itemcard-end">
      <div className="uai-itemcard-metric"><strong>3 hr/wk</strong><span>est. time saved <Tooltip tip="Assumes two substantial assets a week, reducing about two hours of outlining and drafting to 30 minutes of review for each."><span className="uai-tip-icon"><Icon icon="circle-info" size={12} color="currentColor" /><span className="uai-sr-only">How this estimate is calculated</span></span></Tooltip></span></div>
    </div>
  </div>

  <div className="uai-itemcard-body">
    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How it's done today</span>
      <p className="uai-itemcard-summary">You assemble a brief, interview notes, research, positioning, and examples, then spend hours turning them into an outline and first draft while repeatedly checking tone and claims.</p>
    </section>

    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How AI helps</span>
      <p className="uai-itemcard-summary">When a brief is approved, your agent reads only the allowed sources, builds the requested structure, drafts in your brand voice, and flags every unsupported claim or missing input for the editor.</p>
    </section>

    <div className="uai-figure uai-figure--light">
      <div className="uai-ucflow-stage">
        <div className="uai-ucflow-trigger">
          <span className="uai-ucflow-trigger-icon">
            <img src="https://mintcdn.com/usefulai/HJ0On2gL236nYMqk/images/icons/48/docs.google.com.png?fit=max&auto=format&n=HJ0On2gL236nYMqk&q=85&s=99f0055b99bf8d2b22343a2704756f55" alt="Google Docs" noZoom width="48" height="48" data-path="images/icons/48/docs.google.com.png" />
          </span>

          <span>
            <span className="uai-ucflow-trigger-title">Brief approved</span>
            <span className="uai-ucflow-trigger-subtitle">sources and audience are set</span>
          </span>
        </div>

        <span className="uai-ucflow-link" />

        <div className="uai-ucflow-agent">
          <div className="uai-ucflow-agent-header">
            <span className="uai-ucflow-agent-logos">
              <img src="https://mintcdn.com/usefulai/DapqcZBWDcIyQCBz/images/icons/48/claude.ai.png?fit=max&auto=format&n=DapqcZBWDcIyQCBz&q=85&s=fb415c7174f1e2e8f24101e1c7275b99" alt="" noZoom width="48" height="48" data-path="images/icons/48/claude.ai.png" />

              <img src="https://mintcdn.com/usefulai/C5xOaAf4Os-Vu41o/images/icons/48/chatgpt.com.png?fit=max&auto=format&n=C5xOaAf4Os-Vu41o&q=85&s=5e7f3de17cf2c7fc46864bfdcb97b95e" alt="" noZoom width="48" height="48" data-path="images/icons/48/chatgpt.com.png" />
            </span>

            <span className="uai-ucflow-agent-name">Your AI agent</span>

            <span className="uai-ucflow-agent-status" />
          </div>

          <p className="uai-ucflow-agent-task">Maps approved evidence into the requested format, applies brand guidance, and marks gaps instead of filling them with generic claims.</p>
        </div>

        <span className="uai-ucflow-link" />

        <div className="uai-ucflow-outputs">
          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Structured draft <span>            <img src="https://mintcdn.com/usefulai/HJ0On2gL236nYMqk/images/icons/48/docs.google.com.png?fit=max&auto=format&n=HJ0On2gL236nYMqk&q=85&s=99f0055b99bf8d2b22343a2704756f55" alt="Google Docs" noZoom width="48" height="48" data-path="images/icons/48/docs.google.com.png" /></span></div>

            <span className="uai-ucflow-line uai-ucflow-line-90" />

            <span className="uai-ucflow-line uai-ucflow-line-70" />
          </div>

          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Claim checklist <span>            <img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/notion.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=f55a7df0c5b731f07a0985551af40510" alt="Notion" noZoom width="48" height="48" data-path="images/icons/48/notion.com.png" /></span></div>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-70" />
            </span>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-50" />
            </span>
          </div>

          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">CMS draft <span>            <img src="https://mintcdn.com/usefulai/AHrz0Wwy4lVZj5MG/images/icons/48/webflow.com.png?fit=max&auto=format&n=AHrz0Wwy4lVZj5MG&q=85&s=0c1b06e2dd42c7a00194b7bf8c8e0040" alt="Webflow" noZoom width="48" height="48" data-path="images/icons/48/webflow.com.png" /></span></div>

            <span className="uai-ucflow-line uai-ucflow-line-90" />

            <span className="uai-ucflow-line uai-ucflow-line-70" />
          </div>
        </div>
      </div>
    </div>

    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How to set it up</span>
    </section>

    <div className="uai-itemcard-details-group uai-stepflat">
      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-draft-connect" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-draft-connect"><span><span className="uai-steplabel">Step 1</span>Connect your tools</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <div className="uai-connect-list uai-connect-fill uai-connect-list--tight uai-connect-list--nolines">
            <p className="uai-subh">Required</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/HJ0On2gL236nYMqk/images/icons/48/docs.google.com.png?fit=max&auto=format&n=HJ0On2gL236nYMqk&q=85&s=99f0055b99bf8d2b22343a2704756f55" alt="Google Docs" title="Google Docs" noZoom width="48" height="48" data-path="images/icons/48/docs.google.com.png" /><img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/notion.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=f55a7df0c5b731f07a0985551af40510" alt="Notion" title="Notion" noZoom width="48" height="48" data-path="images/icons/48/notion.com.png" />Docs</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> the approved brief, brand guide, source material, and example assets.</p>
                <p className="uai-connect-rw"><span>Writes</span> the outline, first draft, and editor notes.</p>
              </div>
            </div>

            <p className="uai-subh">Recommended</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" title="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" /><img src="https://mintcdn.com/usefulai/AHrz0Wwy4lVZj5MG/images/icons/48/webflow.com.png?fit=max&auto=format&n=AHrz0Wwy4lVZj5MG&q=85&s=0c1b06e2dd42c7a00194b7bf8c8e0040" alt="Webflow" title="Webflow" noZoom width="48" height="48" data-path="images/icons/48/webflow.com.png" />CMS</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> the destination template, fields, and existing page structure.</p>
                <p className="uai-connect-rw"><span>Writes</span> a draft entry only - publishing stays with the editor.</p>
              </div>
            </div>

            <p className="uai-subh">Optional</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/uuQvup7PYSSgULe9/images/icons/48/drive.google.com.png?fit=max&auto=format&n=uuQvup7PYSSgULe9&q=85&s=9a00c86c647c027f2534779246e143bf" alt="Google Drive" title="Google Drive" noZoom width="48" height="48" data-path="images/icons/48/drive.google.com.png" /><img src="https://mintcdn.com/usefulai/4phvq9ByoSWJHWEz/images/icons/48/sharepoint.com.png?fit=max&auto=format&n=4phvq9ByoSWJHWEz&q=85&s=18ec79bbf42d991ccc95f3fd68ac6458" alt="SharePoint" title="SharePoint" noZoom width="48" height="48" data-path="images/icons/48/sharepoint.com.png" />Files</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> interview transcripts, research PDFs, product sheets, and approved images.</p>
              </div>
            </div>
          </div>

          <p className="uai-connect-foot">No CMS connection is required: have the agent create the draft in Docs and paste the approved version into your CMS. The quality depends more on a clear brief and trusted sources than on the number of integrations.</p>
        </div>
      </div>

      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-draft-configure" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-draft-configure"><span><span className="uai-steplabel">Step 2</span>Build the workflow</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <p>Paste this into your agent or automation tool. Have one approved brief, your brand guide, two strong examples, and the source pack for three representative assets ready before you start.</p>

          ```text Setup prompt theme={null}
          Help me build a marketing content drafting workflow.

          When a content brief is marked approved, create a reviewable first draft. Do
          not publish it.

          1. Ask which asset types I create, who they are for, and where briefs, sources,
             brand guidance, and final drafts live.
          2. Ask for two approved examples and identify their structure, tone, evidence
             style, CTA, and formatting rules.
          3. Build the workflow so it checks the brief for audience, goal, angle, CTA,
             required sections, and approved sources before drafting.
          4. Use only facts supported by the supplied sources. Mark [SOURCE NEEDED],
             [DECISION NEEDED], or [EXAMPLE NEEDED] where the brief is incomplete.
          5. Produce an outline, the full draft, a list of claims to verify, and the
             source used for each factual section.
          6. Save the result as a Docs or CMS draft, never as published content.
          7. Test it on three different briefs and show me where the workflow struggled.
          ```

          <p className="uai-subh">What good looks like</p>
          <p>The structure should match the brief, every factual claim should trace to an approved source, the draft should sound like your examples, and the editor should immediately see what still needs a decision or verification.</p>
        </div>
      </div>

      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-draft-activate" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-draft-activate"><span><span className="uai-steplabel">Step 3</span>Turn it on</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <p className="uai-subh">Choose your trigger</p>
          <p>Start it when a brief changes to Approved, or run it manually from a clearly named brief folder. Exclude briefs without an owner, audience, source pack, or requested format; a blank brief should produce a gap list, not generic copy.</p>
          <p className="uai-subh">What runs without you</p>
          <p>Publishing never leaves the editor. Once five drafts in a row have needed only normal editorial changes, let the workflow create CMS drafts automatically when briefs are approved - review starts from a draft instead of a blank page. Check monthly that the brand guide and examples are still what you would show a new writer.</p>
          <p className="uai-pair">Pairs well with <a href="#repurpose-marketing-content">repurpose marketing content</a> - one approved draft becomes a week of channel content.</p>
        </div>
      </div>
    </div>
  </div>
</div>

<div className="uai-itemcard uai-itemcard--v6" role="article">
  <div className="uai-itemcard-head uai-itemcard-head--noicon">
    <div className="uai-itemcard-identity">
      <div className="uai-itemcard-row uai-itemcard-row--title">
        <h2>Repurpose marketing content</h2>
      </div>

      <div className="uai-itemcard-row">
        <span className="uai-itemcard-note uai-itemcard-note--green">Best for getting more distribution from content you already trust</span>
      </div>
    </div>

    <div className="uai-itemcard-end">
      <div className="uai-itemcard-metric"><strong>2 hr/wk</strong><span>est. time saved <Tooltip tip="Assumes six channel assets a week, reducing about 25 minutes of rewriting each to five minutes of review."><span className="uai-tip-icon"><Icon icon="circle-info" size={12} color="currentColor" /><span className="uai-sr-only">How this estimate is calculated</span></span></Tooltip></span></div>
    </div>
  </div>

  <div className="uai-itemcard-body">
    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How it's done today</span>
      <p className="uai-itemcard-summary">You reread a webinar, article, report, or customer story and rewrite the same central idea for social posts, email, landing pages, and shorter formats one channel at a time.</p>
    </section>

    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How AI helps</span>
      <p className="uai-itemcard-summary">Your agent extracts the approved message and proof from one source asset, then creates distinct channel versions with the right length, hook, CTA, and formatting - without inventing new claims.</p>
    </section>

    <div className="uai-figure uai-figure--light">
      <div className="uai-ucflow-stage">
        <div className="uai-ucflow-trigger">
          <span className="uai-ucflow-trigger-icon">
            <img src="https://mintcdn.com/usefulai/uuQvup7PYSSgULe9/images/icons/48/drive.google.com.png?fit=max&auto=format&n=uuQvup7PYSSgULe9&q=85&s=9a00c86c647c027f2534779246e143bf" alt="Google Drive" noZoom width="48" height="48" data-path="images/icons/48/drive.google.com.png" />
          </span>

          <span>
            <span className="uai-ucflow-trigger-title">Asset approved</span>
            <span className="uai-ucflow-trigger-subtitle">ready for distribution</span>
          </span>
        </div>

        <span className="uai-ucflow-link" />

        <div className="uai-ucflow-agent">
          <div className="uai-ucflow-agent-header">
            <span className="uai-ucflow-agent-logos">
              <img src="https://mintcdn.com/usefulai/DapqcZBWDcIyQCBz/images/icons/48/claude.ai.png?fit=max&auto=format&n=DapqcZBWDcIyQCBz&q=85&s=fb415c7174f1e2e8f24101e1c7275b99" alt="" noZoom width="48" height="48" data-path="images/icons/48/claude.ai.png" />

              <img src="https://mintcdn.com/usefulai/C5xOaAf4Os-Vu41o/images/icons/48/chatgpt.com.png?fit=max&auto=format&n=C5xOaAf4Os-Vu41o&q=85&s=5e7f3de17cf2c7fc46864bfdcb97b95e" alt="" noZoom width="48" height="48" data-path="images/icons/48/chatgpt.com.png" />
            </span>

            <span className="uai-ucflow-agent-name">Your AI agent</span>

            <span className="uai-ucflow-agent-status" />
          </div>

          <p className="uai-ucflow-agent-task">Finds the reusable ideas and evidence, selects what fits each channel, and rewrites rather than merely shortening the original.</p>
        </div>

        <span className="uai-ucflow-link" />

        <div className="uai-ucflow-outputs">
          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Social queue <span>            <img src="https://mintcdn.com/usefulai/V3UY3aFtaYLn-mrg/images/icons/48/buffer.com.png?fit=max&auto=format&n=V3UY3aFtaYLn-mrg&q=85&s=7cdebbfa21cc1062dfccdec259bd7e83" alt="Buffer" noZoom width="48" height="48" data-path="images/icons/48/buffer.com.png" /></span></div>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-70" />
            </span>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-50" />
            </span>
          </div>

          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Email draft <span>            <img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" /></span></div>

            <span className="uai-ucflow-line uai-ucflow-line-90" />

            <span className="uai-ucflow-line uai-ucflow-line-70" />
          </div>

          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Web excerpt <span>            <img src="https://mintcdn.com/usefulai/AHrz0Wwy4lVZj5MG/images/icons/48/webflow.com.png?fit=max&auto=format&n=AHrz0Wwy4lVZj5MG&q=85&s=0c1b06e2dd42c7a00194b7bf8c8e0040" alt="Webflow" noZoom width="48" height="48" data-path="images/icons/48/webflow.com.png" /></span></div>

            <span className="uai-ucflow-line uai-ucflow-line-90" />

            <span className="uai-ucflow-line uai-ucflow-line-70" />
          </div>
        </div>
      </div>
    </div>

    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How to set it up</span>
    </section>

    <div className="uai-itemcard-details-group uai-stepflat">
      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-repurpose-connect" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-repurpose-connect"><span><span className="uai-steplabel">Step 1</span>Connect your tools</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <div className="uai-connect-list uai-connect-fill uai-connect-list--tight uai-connect-list--nolines">
            <p className="uai-subh">Required</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/uuQvup7PYSSgULe9/images/icons/48/drive.google.com.png?fit=max&auto=format&n=uuQvup7PYSSgULe9&q=85&s=9a00c86c647c027f2534779246e143bf" alt="Google Drive" title="Google Drive" noZoom width="48" height="48" data-path="images/icons/48/drive.google.com.png" /><img src="https://mintcdn.com/usefulai/4phvq9ByoSWJHWEz/images/icons/48/sharepoint.com.png?fit=max&auto=format&n=4phvq9ByoSWJHWEz&q=85&s=18ec79bbf42d991ccc95f3fd68ac6458" alt="SharePoint" title="SharePoint" noZoom width="48" height="48" data-path="images/icons/48/sharepoint.com.png" />Files</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> the final approved asset, transcript, images, and source links.</p>
              </div>
            </div>

            <p className="uai-subh">Recommended</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/V3UY3aFtaYLn-mrg/images/icons/48/buffer.com.png?fit=max&auto=format&n=V3UY3aFtaYLn-mrg&q=85&s=7cdebbfa21cc1062dfccdec259bd7e83" alt="Buffer" title="Buffer" noZoom width="48" height="48" data-path="images/icons/48/buffer.com.png" /><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hootsuite.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=9cbbdcb2b39e2a408af4e00704d9aa16" alt="Hootsuite" title="Hootsuite" noZoom width="48" height="48" data-path="images/icons/48/hootsuite.com.png" />Social</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> channel limits and scheduled content.</p>
                <p className="uai-connect-rw"><span>Writes</span> reviewable post drafts in the correct channel queue.</p>
              </div>
            </div>

            <p className="uai-subh">Optional</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" title="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" /><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/klaviyo.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=2b1841026bd7e934876e915dae02f0fb" alt="Klaviyo" title="Klaviyo" noZoom width="48" height="48" data-path="images/icons/48/klaviyo.com.png" />Email marketing</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> campaign audience and template.</p>
                <p className="uai-connect-rw"><span>Writes</span> a campaign draft, never a send.</p>
              </div>
            </div>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" title="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" /><img src="https://mintcdn.com/usefulai/AHrz0Wwy4lVZj5MG/images/icons/48/webflow.com.png?fit=max&auto=format&n=AHrz0Wwy4lVZj5MG&q=85&s=0c1b06e2dd42c7a00194b7bf8c8e0040" alt="Webflow" title="Webflow" noZoom width="48" height="48" data-path="images/icons/48/webflow.com.png" />CMS</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> existing page format and excerpts.</p>
                <p className="uai-connect-rw"><span>Writes</span> draft snippets or landing-page sections.</p>
              </div>
            </div>
          </div>

          <p className="uai-connect-foot">You can upload one approved asset and ask for a paste-ready channel pack. Connecting distribution tools mainly saves the final copying and keeps every draft beside its scheduled destination.</p>
        </div>
      </div>

      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-repurpose-configure" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-repurpose-configure"><span><span className="uai-steplabel">Step 2</span>Build the workflow</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <p>Have one long-form asset, your channel rules, three past posts that performed well, and a list of the formats you actually publish. Avoid asking for every conceivable channel.</p>

          ```text Setup prompt theme={null}
          Help me build a content repurposing workflow.

          When I approve a source asset, turn it into channel-specific drafts for review.

          1. Ask which source formats and output channels I use, plus the length,
             formatting, hashtag, link, and CTA rules for each channel.
          2. Ask for three strong examples per important channel and my brand guidance.
          3. Extract the source asset's main argument, useful proof, quotable moments,
             and approved CTA before writing any variants.
          4. Create distinct drafts for each selected channel. Adapt the hook, level of
             detail, and structure; do not simply truncate the same paragraph.
          5. Preserve the meaning and source links. Do not add facts that are absent
             from the approved asset.
          6. Label every draft by channel and destination, then save it as a draft.
          7. Test the workflow on an article, a webinar transcript, and a customer story.
          ```

          <p className="uai-subh">What good looks like</p>
          <p>Each version should feel native to its channel, keep the same approved message, retain the important proof, and give the marketer a clear reason to publish that variant rather than six near-duplicates.</p>
        </div>
      </div>

      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-repurpose-activate" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-repurpose-activate"><span><span className="uai-steplabel">Step 3</span>Turn it on</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <p className="uai-subh">Choose your trigger</p>
          <p>Run it when an asset enters an Approved for distribution folder or when its CMS status changes to Published. Exclude drafts, embargoed material, expired offers, and assets without a canonical link.</p>
          <p className="uai-subh">What runs without you</p>
          <p>Every public post and email stays reviewed - repurposing multiplies mistakes as efficiently as it multiplies reach. After ten clean batches, let it fill low-risk scheduling fields automatically so approved drafts land ready to queue. Revisit the channel rules quarterly; platform limits and formats change underneath you.</p>
          <p className="uai-pair">Pairs well with <a href="#draft-marketing-content">draft marketing content</a> and <a href="#personalize-email-campaigns">personalize email campaigns</a> - the same approved asset feeds every downstream variant.</p>
        </div>
      </div>
    </div>
  </div>
</div>

<div className="uai-itemcard uai-itemcard--v6" role="article">
  <div className="uai-itemcard-head uai-itemcard-head--noicon">
    <div className="uai-itemcard-identity">
      <div className="uai-itemcard-row uai-itemcard-row--title">
        <h2>Conduct market research</h2>
      </div>

      <div className="uai-itemcard-row">
        <span className="uai-itemcard-note uai-itemcard-note--green">Best for turning a defined market question into a sourced decision brief</span>
      </div>
    </div>

    <div className="uai-itemcard-end">
      <div className="uai-itemcard-metric"><strong>2 hr/wk</strong><span>est. time saved <Tooltip tip="Assumes one focused brief a week, reducing roughly three hours of searching and synthesis to about 50 minutes of source verification."><span className="uai-tip-icon"><Icon icon="circle-info" size={12} color="currentColor" /><span className="uai-sr-only">How this estimate is calculated</span></span></Tooltip></span></div>
    </div>
  </div>

  <div className="uai-itemcard-body">
    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How it's done today</span>
      <p className="uai-itemcard-summary">You search company sites, reports, reviews, communities, sales notes, and customer conversations, then reconcile uneven claims into a brief someone can actually use.</p>
    </section>

    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How AI helps</span>
      <p className="uai-itemcard-summary">Given a precise decision question, your agent searches broadly, compares sources, groups findings by audience or competitor, and produces a cited brief that keeps disagreements and gaps visible.</p>
    </section>

    <div className="uai-figure uai-figure--light">
      <div className="uai-ucflow-stage">
        <div className="uai-ucflow-trigger">
          <span className="uai-ucflow-trigger-icon">
            <img src="https://mintcdn.com/usefulai/HJ0On2gL236nYMqk/images/icons/48/docs.google.com.png?fit=max&auto=format&n=HJ0On2gL236nYMqk&q=85&s=99f0055b99bf8d2b22343a2704756f55" alt="Google Docs" noZoom width="48" height="48" data-path="images/icons/48/docs.google.com.png" />
          </span>

          <span>
            <span className="uai-ucflow-trigger-title">Research question set</span>
            <span className="uai-ucflow-trigger-subtitle">scope and decision are clear</span>
          </span>
        </div>

        <span className="uai-ucflow-link" />

        <div className="uai-ucflow-agent">
          <div className="uai-ucflow-agent-header">
            <span className="uai-ucflow-agent-logos">
              <img src="https://mintcdn.com/usefulai/DapqcZBWDcIyQCBz/images/icons/48/claude.ai.png?fit=max&auto=format&n=DapqcZBWDcIyQCBz&q=85&s=fb415c7174f1e2e8f24101e1c7275b99" alt="" noZoom width="48" height="48" data-path="images/icons/48/claude.ai.png" />

              <img src="https://mintcdn.com/usefulai/C5xOaAf4Os-Vu41o/images/icons/48/chatgpt.com.png?fit=max&auto=format&n=C5xOaAf4Os-Vu41o&q=85&s=5e7f3de17cf2c7fc46864bfdcb97b95e" alt="" noZoom width="48" height="48" data-path="images/icons/48/chatgpt.com.png" />
            </span>

            <span className="uai-ucflow-agent-name">Your AI agent</span>

            <span className="uai-ucflow-agent-status" />
          </div>

          <p className="uai-ucflow-agent-task">Builds a research plan, gathers current evidence, distinguishes facts from inference, and turns it into a source-linked decision brief.</p>
        </div>

        <span className="uai-ucflow-link" />

        <div className="uai-ucflow-outputs">
          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Research brief <span>            <img src="https://mintcdn.com/usefulai/HJ0On2gL236nYMqk/images/icons/48/docs.google.com.png?fit=max&auto=format&n=HJ0On2gL236nYMqk&q=85&s=99f0055b99bf8d2b22343a2704756f55" alt="Google Docs" noZoom width="48" height="48" data-path="images/icons/48/docs.google.com.png" /></span></div>

            <span className="uai-ucflow-line uai-ucflow-line-90" />

            <span className="uai-ucflow-line uai-ucflow-line-70" />
          </div>

          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Source table <span>            <img src="https://mintcdn.com/usefulai/N3i0yFjypsyfoghc/images/icons/48/sheets.google.com.png?fit=max&auto=format&n=N3i0yFjypsyfoghc&q=85&s=3e1ef0c8ba61a59587bf40d7461ebade" alt="Google Sheets" noZoom width="48" height="48" data-path="images/icons/48/sheets.google.com.png" /></span></div>

            <span className="uai-ucflow-line uai-ucflow-line-90" />

            <span className="uai-ucflow-line uai-ucflow-line-70" />
          </div>

          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Open questions <span>            <img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/notion.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=f55a7df0c5b731f07a0985551af40510" alt="Notion" noZoom width="48" height="48" data-path="images/icons/48/notion.com.png" /></span></div>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-70" />
            </span>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-50" />
            </span>
          </div>
        </div>
      </div>
    </div>

    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How to set it up</span>
    </section>

    <div className="uai-itemcard-details-group uai-stepflat">
      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-research-connect" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-research-connect"><span><span className="uai-steplabel">Step 1</span>Connect your tools</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <div className="uai-connect-list uai-connect-fill uai-connect-list--tight uai-connect-list--nolines">
            <p className="uai-subh">Required</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/HJ0On2gL236nYMqk/images/icons/48/docs.google.com.png?fit=max&auto=format&n=HJ0On2gL236nYMqk&q=85&s=99f0055b99bf8d2b22343a2704756f55" alt="Google Docs" title="Google Docs" noZoom width="48" height="48" data-path="images/icons/48/docs.google.com.png" /><img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/notion.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=f55a7df0c5b731f07a0985551af40510" alt="Notion" title="Notion" noZoom width="48" height="48" data-path="images/icons/48/notion.com.png" />Docs</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> the question, scope, audience, and any existing source pack.</p>
                <p className="uai-connect-rw"><span>Writes</span> the cited brief, evidence table, and unanswered questions.</p>
              </div>
            </div>

            <p className="uai-subh">Recommended</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/82PG1Up2qz4DPkMj/images/icons/48/salesforce.com.png?fit=max&auto=format&n=82PG1Up2qz4DPkMj&q=85&s=ecb55e44e198ea0f48db7d948dfae739" alt="Salesforce" title="Salesforce" noZoom width="48" height="48" data-path="images/icons/48/salesforce.com.png" /><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" title="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" />CRM</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> customer segments, objections, win-loss notes, and known account evidence.</p>
              </div>
            </div>

            <p className="uai-subh">Optional</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/IWAw2nPuNRwa_pHP/images/icons/48/brandwatch.com.png?fit=max&auto=format&n=IWAw2nPuNRwa_pHP&q=85&s=e5ae8a9ff53c1fd6bb8b8a099e062b42" alt="Brandwatch" title="Brandwatch" noZoom width="48" height="48" data-path="images/icons/48/brandwatch.com.png" /><img src="https://mintcdn.com/usefulai/ri8jp4LyuU5sCXj0/images/icons/48/mention.com.png?fit=max&auto=format&n=ri8jp4LyuU5sCXj0&q=85&s=0e5600ab6414aa13b56daa66cc209941" alt="Mention" title="Mention" noZoom width="48" height="48" data-path="images/icons/48/mention.com.png" />Social listening</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> recent public conversations, competitor mentions, and category themes.</p>
              </div>
            </div>
          </div>

          <p className="uai-connect-foot">The agent can research the public web without CRM or listening access. Add exported customer evidence manually when the answer should reflect what your actual market says, not only what is published online.</p>
        </div>
      </div>

      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-research-configure" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-research-configure"><span><span className="uai-steplabel">Step 2</span>Build the workflow</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <p>Have one real decision question, a clear geography and time window, a list of trusted or excluded source types, and two examples of research your team considered useful.</p>

          ```text Setup prompt theme={null}
          Help me build a repeatable market-research workflow.

          For each approved research question, create a source-linked brief that supports
          a marketing decision.

          1. Ask what decision the research should inform, the audience, geography,
             time window, competitors or segments, and what is explicitly out of scope.
          2. Propose a research plan and search trusted primary sources first, then
             credible secondary sources and our approved internal evidence.
          3. Record the source, publication date, claim supported, and any important
             limitation for every material finding.
          4. Separate observed facts, customer evidence, and your own inference.
          5. Compare competing claims and state when the evidence does not support a
             confident conclusion.
          6. Deliver an executive summary, findings by theme, implications, source
             table, and open questions in my research-brief template.
          7. Test it on a market, an audience segment, and a competitor question.
          ```

          <p className="uai-subh">What good looks like</p>
          <p>A reader should be able to follow every important conclusion to a current source, understand what the evidence does and does not establish, and use the brief to make the stated decision without reopening twenty browser tabs.</p>
        </div>
      </div>

      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-research-activate" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-research-activate"><span><span className="uai-steplabel">Step 3</span>Turn it on</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <p className="uai-subh">Choose your trigger</p>
          <p>Start manually from an approved research request or on a scheduled quarterly refresh for recurring market briefs. Do not trigger on a vague Slack question; require a decision, scope, owner, and due date.</p>
          <p className="uai-subh">What runs without you</p>
          <p>The brief itself stays reviewed - research nobody challenges becomes strategy by accident. After three clean briefs, automate the recurring source collection so each new question starts from a current evidence base. Recheck the source list quarterly and drop anything that has gone stale or paywalled.</p>
          <p className="uai-pair">Pairs well with <a href="#create-campaign-briefs">create campaign briefs</a> - the research brief answers the questions the campaign brief asks.</p>
        </div>
      </div>
    </div>
  </div>
</div>

<div className="uai-itemcard uai-itemcard--v6" role="article">
  <div className="uai-itemcard-head uai-itemcard-head--noicon">
    <div className="uai-itemcard-identity">
      <div className="uai-itemcard-row uai-itemcard-row--title">
        <h2>Analyze campaign performance</h2>
      </div>

      <div className="uai-itemcard-row">
        <span className="uai-itemcard-note uai-itemcard-note--green">Best for weekly reviews that explain what changed and what to try next</span>
      </div>
    </div>

    <div className="uai-itemcard-end">
      <div className="uai-itemcard-metric"><strong>1.5 hr/wk</strong><span>est. time saved <Tooltip tip="Assumes two campaign reviews a week, reducing about an hour of metric collection and writing to 15 minutes of validation each."><span className="uai-tip-icon"><Icon icon="circle-info" size={12} color="currentColor" /><span className="uai-sr-only">How this estimate is calculated</span></span></Tooltip></span></div>
    </div>
  </div>

  <div className="uai-itemcard-body">
    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How it's done today</span>
      <p className="uai-itemcard-summary">You open dashboards and channel tools, reconcile date ranges and definitions, compare segments and assets, then write the same performance narrative for each review.</p>
    </section>

    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How AI helps</span>
      <p className="uai-itemcard-summary">On a weekly checkpoint, your agent pulls only governed campaign metrics, compares periods and segments, identifies material changes, and drafts findings and experiments tied to the underlying data.</p>
    </section>

    <div className="uai-figure uai-figure--light">
      <div className="uai-ucflow-stage">
        <div className="uai-ucflow-trigger">
          <span className="uai-ucflow-trigger-icon">
            <img src="https://mintcdn.com/usefulai/Qkh6WYyZXPMaeRW_/images/icons/48/powerbi.microsoft.com.png?fit=max&auto=format&n=Qkh6WYyZXPMaeRW_&q=85&s=80d2652a3305edbbc2216729f18d6181" alt="Power BI" noZoom width="48" height="48" data-path="images/icons/48/powerbi.microsoft.com.png" />
          </span>

          <span>
            <span className="uai-ucflow-trigger-title">Weekly checkpoint</span>
            <span className="uai-ucflow-trigger-subtitle">campaign data is complete</span>
          </span>
        </div>

        <span className="uai-ucflow-link" />

        <div className="uai-ucflow-agent">
          <div className="uai-ucflow-agent-header">
            <span className="uai-ucflow-agent-logos">
              <img src="https://mintcdn.com/usefulai/DapqcZBWDcIyQCBz/images/icons/48/claude.ai.png?fit=max&auto=format&n=DapqcZBWDcIyQCBz&q=85&s=fb415c7174f1e2e8f24101e1c7275b99" alt="" noZoom width="48" height="48" data-path="images/icons/48/claude.ai.png" />

              <img src="https://mintcdn.com/usefulai/C5xOaAf4Os-Vu41o/images/icons/48/chatgpt.com.png?fit=max&auto=format&n=C5xOaAf4Os-Vu41o&q=85&s=5e7f3de17cf2c7fc46864bfdcb97b95e" alt="" noZoom width="48" height="48" data-path="images/icons/48/chatgpt.com.png" />
            </span>

            <span className="uai-ucflow-agent-name">Your AI agent</span>

            <span className="uai-ucflow-agent-status" />
          </div>

          <p className="uai-ucflow-agent-task">Validates the reporting window, compares performance against the plan, and explains the largest changes with links back to the source metrics.</p>
        </div>

        <span className="uai-ucflow-link" />

        <div className="uai-ucflow-outputs">
          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Performance brief <span>            <img src="https://mintcdn.com/usefulai/HJ0On2gL236nYMqk/images/icons/48/docs.google.com.png?fit=max&auto=format&n=HJ0On2gL236nYMqk&q=85&s=99f0055b99bf8d2b22343a2704756f55" alt="Google Docs" noZoom width="48" height="48" data-path="images/icons/48/docs.google.com.png" /></span></div>

            <span className="uai-ucflow-line uai-ucflow-line-90" />

            <span className="uai-ucflow-line uai-ucflow-line-70" />
          </div>

          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Experiment queue <span>            <img src="https://mintcdn.com/usefulai/MfWPxrmA3ZwUYT3b/images/icons/48/asana.com.png?fit=max&auto=format&n=MfWPxrmA3ZwUYT3b&q=85&s=9ec0decd304a812943ee11e0ed45d99b" alt="Asana" noZoom width="48" height="48" data-path="images/icons/48/asana.com.png" /></span></div>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-70" />
            </span>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-50" />
            </span>
          </div>

          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Team summary <span>            <img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/slack.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=80f705a24524a002fdc059299d494a6b" alt="Slack" noZoom width="48" height="48" data-path="images/icons/48/slack.com.png" /></span></div>

            <span className="uai-ucflow-line uai-ucflow-line-90" />

            <span className="uai-ucflow-line uai-ucflow-line-70" />
          </div>
        </div>
      </div>
    </div>

    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How to set it up</span>
    </section>

    <div className="uai-itemcard-details-group uai-stepflat">
      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-analysis-connect" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-analysis-connect"><span><span className="uai-steplabel">Step 1</span>Connect your tools</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <div className="uai-connect-list uai-connect-fill uai-connect-list--tight uai-connect-list--nolines">
            <p className="uai-subh">Required</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/Qkh6WYyZXPMaeRW_/images/icons/48/powerbi.microsoft.com.png?fit=max&auto=format&n=Qkh6WYyZXPMaeRW_&q=85&s=80d2652a3305edbbc2216729f18d6181" alt="Power BI" title="Power BI" noZoom width="48" height="48" data-path="images/icons/48/powerbi.microsoft.com.png" /><img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/tableau.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=97dea7efad1d676a6f3b14791dc55c2d" alt="Tableau" title="Tableau" noZoom width="48" height="48" data-path="images/icons/48/tableau.com.png" />BI</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> the governed campaign metrics, targets, segments, and reporting periods.</p>
              </div>
            </div>

            <p className="uai-subh">Recommended</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/MfWPxrmA3ZwUYT3b/images/icons/48/ads.google.com.png?fit=max&auto=format&n=MfWPxrmA3ZwUYT3b&q=85&s=04bfaeffd8c38acacdaf03edadc9e540" alt="Google Ads" title="Google Ads" noZoom width="48" height="48" data-path="images/icons/48/ads.google.com.png" /><img src="https://mintcdn.com/usefulai/C5xOaAf4Os-Vu41o/images/icons/48/linkedin.com.png?fit=max&auto=format&n=C5xOaAf4Os-Vu41o&q=85&s=869bad2338d941be8238d14e1dec6504" alt="LinkedIn Ads" title="LinkedIn Ads" noZoom width="48" height="48" data-path="images/icons/48/linkedin.com.png" />Ads</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> campaign, audience, creative, spend, and conversion details.</p>
              </div>
            </div>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" title="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" /><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/klaviyo.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=2b1841026bd7e934876e915dae02f0fb" alt="Klaviyo" title="Klaviyo" noZoom width="48" height="48" data-path="images/icons/48/klaviyo.com.png" />Email marketing</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> delivery, engagement, conversion, and unsubscribe metrics.</p>
              </div>
            </div>

            <p className="uai-subh">Optional</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/HJ0On2gL236nYMqk/images/icons/48/docs.google.com.png?fit=max&auto=format&n=HJ0On2gL236nYMqk&q=85&s=99f0055b99bf8d2b22343a2704756f55" alt="Google Docs" title="Google Docs" noZoom width="48" height="48" data-path="images/icons/48/docs.google.com.png" /><img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/notion.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=f55a7df0c5b731f07a0985551af40510" alt="Notion" title="Notion" noZoom width="48" height="48" data-path="images/icons/48/notion.com.png" />Docs</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> the campaign brief and past review format.</p>
                <p className="uai-connect-rw"><span>Writes</span> the performance narrative and proposed experiments.</p>
              </div>
            </div>
          </div>

          <p className="uai-connect-foot">Export the agreed metrics to a spreadsheet if direct connectors are unavailable. Do not hand the agent screenshots when you can provide the underlying rows and metric definitions.</p>
        </div>
      </div>

      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-analysis-configure" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-analysis-configure"><span><span className="uai-steplabel">Step 2</span>Build the workflow</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <p>Have your metric dictionary, campaign brief, targets, reporting calendar, and two past reviews. Decide the minimum change that deserves attention so the report does not narrate noise.</p>

          ```text Setup prompt theme={null}
          Help me build a campaign-performance review workflow.

          At each campaign checkpoint, create a concise performance brief from our
          approved metrics. Do not change campaigns or budgets.

          1. Ask which campaigns, channels, conversion events, attribution model,
             reporting window, and comparison period I use.
          2. Ask for the campaign brief, targets, metric definitions, and the threshold
             for calling a change material.
          3. Confirm data completeness and use the same date, currency, and segment
             definitions before comparing anything.
          4. Calculate target variance and period-over-period change, then identify the
             assets, audiences, or channels that explain the largest movement.
          5. Tie every statement to a metric and label hypotheses as hypotheses.
          6. Produce a short summary, supporting table, anomalies, and no more than
             three prioritized experiments with a reason for each.
          7. Test it on a strong, weak, and mixed campaign period.
          ```

          <p className="uai-subh">What good looks like</p>
          <p>Every conclusion should point to a specific metric and comparison, totals should reconcile with the dashboard, material changes should be separated from noise, and proposed experiments should follow from the evidence rather than generic advice.</p>
        </div>
      </div>

      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-analysis-activate" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-analysis-activate"><span><span className="uai-steplabel">Step 3</span>Turn it on</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <p className="uai-subh">Choose your trigger</p>
          <p>Run after the agreed data-completeness delay - commonly every Monday for the prior full week and again at campaign milestones. Exclude tests below the minimum sample size and campaigns without agreed conversion definitions.</p>
          <p className="uai-subh">What runs without you</p>
          <p>Budget and targeting changes stay manual - this workflow explains performance, it does not spend money. After four reviews whose numbers held up, let the internal draft and its notification go out automatically at the weekly checkpoint. Audit the metric definitions monthly, especially after anyone touches attribution.</p>
          <p className="uai-pair">Pairs well with <a href="#create-campaign-briefs">create campaign briefs</a> - last period's evidence should write next period's plan.</p>
        </div>
      </div>
    </div>
  </div>
</div>

<div className="uai-itemcard uai-itemcard--v6" role="article">
  <div className="uai-itemcard-head uai-itemcard-head--noicon">
    <div className="uai-itemcard-identity">
      <div className="uai-itemcard-row uai-itemcard-row--title">
        <h2>Personalize email campaigns</h2>
      </div>

      <div className="uai-itemcard-row">
        <span className="uai-itemcard-note uai-itemcard-note--green">Best for useful segment variants without one-off copy for every contact</span>
      </div>
    </div>

    <div className="uai-itemcard-end">
      <div className="uai-itemcard-metric"><strong>1.5 hr/wk</strong><span>est. time saved <Tooltip tip="Assumes one multi-segment campaign batch a week, reducing about 150 minutes of manual adaptation to 50 minutes of review and QA."><span className="uai-tip-icon"><Icon icon="circle-info" size={12} color="currentColor" /><span className="uai-sr-only">How this estimate is calculated</span></span></Tooltip></span></div>
    </div>
  </div>

  <div className="uai-itemcard-body">
    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How it's done today</span>
      <p className="uai-itemcard-summary">You define segments, inspect customer attributes, duplicate campaign copy, and adapt the message by hand while checking exclusions, claims, and brand rules for every version.</p>
    </section>

    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How AI helps</span>
      <p className="uai-itemcard-summary">Your agent uses only approved CRM fields and segment rules to create a small set of meaningful variants, explains which context shaped each one, and leaves them in the sending platform for QA.</p>
    </section>

    <div className="uai-figure uai-figure--light">
      <div className="uai-ucflow-stage">
        <div className="uai-ucflow-trigger">
          <span className="uai-ucflow-trigger-icon">
            <img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" />
          </span>

          <span>
            <span className="uai-ucflow-trigger-title">Campaign approved</span>
            <span className="uai-ucflow-trigger-subtitle">segments are locked</span>
          </span>
        </div>

        <span className="uai-ucflow-link" />

        <div className="uai-ucflow-agent">
          <div className="uai-ucflow-agent-header">
            <span className="uai-ucflow-agent-logos">
              <img src="https://mintcdn.com/usefulai/DapqcZBWDcIyQCBz/images/icons/48/claude.ai.png?fit=max&auto=format&n=DapqcZBWDcIyQCBz&q=85&s=fb415c7174f1e2e8f24101e1c7275b99" alt="" noZoom width="48" height="48" data-path="images/icons/48/claude.ai.png" />

              <img src="https://mintcdn.com/usefulai/C5xOaAf4Os-Vu41o/images/icons/48/chatgpt.com.png?fit=max&auto=format&n=C5xOaAf4Os-Vu41o&q=85&s=5e7f3de17cf2c7fc46864bfdcb97b95e" alt="" noZoom width="48" height="48" data-path="images/icons/48/chatgpt.com.png" />
            </span>

            <span className="uai-ucflow-agent-name">Your AI agent</span>

            <span className="uai-ucflow-agent-status" />
          </div>

          <p className="uai-ucflow-agent-task">Matches each segment to approved evidence and value propositions, then creates controlled message variants without exposing sensitive fields.</p>
        </div>

        <span className="uai-ucflow-link" />

        <div className="uai-ucflow-outputs">
          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Email variants <span>            <img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" /></span></div>

            <span className="uai-ucflow-line uai-ucflow-line-90" />

            <span className="uai-ucflow-line uai-ucflow-line-70" />
          </div>

          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Segment QA <span>            <img src="https://mintcdn.com/usefulai/82PG1Up2qz4DPkMj/images/icons/48/salesforce.com.png?fit=max&auto=format&n=82PG1Up2qz4DPkMj&q=85&s=ecb55e44e198ea0f48db7d948dfae739" alt="Salesforce" noZoom width="48" height="48" data-path="images/icons/48/salesforce.com.png" /></span></div>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-70" />
            </span>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-50" />
            </span>
          </div>

          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Test matrix <span>            <img src="https://mintcdn.com/usefulai/N3i0yFjypsyfoghc/images/icons/48/sheets.google.com.png?fit=max&auto=format&n=N3i0yFjypsyfoghc&q=85&s=3e1ef0c8ba61a59587bf40d7461ebade" alt="Google Sheets" noZoom width="48" height="48" data-path="images/icons/48/sheets.google.com.png" /></span></div>

            <span className="uai-ucflow-line uai-ucflow-line-90" />

            <span className="uai-ucflow-line uai-ucflow-line-70" />
          </div>
        </div>
      </div>
    </div>

    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How to set it up</span>
    </section>

    <div className="uai-itemcard-details-group uai-stepflat">
      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-email-connect" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-email-connect"><span><span className="uai-steplabel">Step 1</span>Connect your tools</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <div className="uai-connect-list uai-connect-fill uai-connect-list--tight uai-connect-list--nolines">
            <p className="uai-subh">Required</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" title="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" /><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/klaviyo.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=2b1841026bd7e934876e915dae02f0fb" alt="Klaviyo" title="Klaviyo" noZoom width="48" height="48" data-path="images/icons/48/klaviyo.com.png" />Email marketing</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> the approved campaign, template, suppression rules, and destination segments.</p>
                <p className="uai-connect-rw"><span>Writes</span> draft variants and test versions only.</p>
              </div>
            </div>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/82PG1Up2qz4DPkMj/images/icons/48/salesforce.com.png?fit=max&auto=format&n=82PG1Up2qz4DPkMj&q=85&s=ecb55e44e198ea0f48db7d948dfae739" alt="Salesforce" title="Salesforce" noZoom width="48" height="48" data-path="images/icons/48/salesforce.com.png" /><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" title="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" />CRM</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> approved segment fields, lifecycle stage, industry, product, and customer status.</p>
              </div>
            </div>

            <p className="uai-subh">Recommended</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/Qkh6WYyZXPMaeRW_/images/icons/48/powerbi.microsoft.com.png?fit=max&auto=format&n=Qkh6WYyZXPMaeRW_&q=85&s=80d2652a3305edbbc2216729f18d6181" alt="Power BI" title="Power BI" noZoom width="48" height="48" data-path="images/icons/48/powerbi.microsoft.com.png" /><img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/tableau.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=97dea7efad1d676a6f3b14791dc55c2d" alt="Tableau" title="Tableau" noZoom width="48" height="48" data-path="images/icons/48/tableau.com.png" />BI</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> past performance by segment to support the variation strategy.</p>
              </div>
            </div>

            <p className="uai-subh">Optional</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/HJ0On2gL236nYMqk/images/icons/48/docs.google.com.png?fit=max&auto=format&n=HJ0On2gL236nYMqk&q=85&s=99f0055b99bf8d2b22343a2704756f55" alt="Google Docs" title="Google Docs" noZoom width="48" height="48" data-path="images/icons/48/docs.google.com.png" /><img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/notion.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=f55a7df0c5b731f07a0985551af40510" alt="Notion" title="Notion" noZoom width="48" height="48" data-path="images/icons/48/notion.com.png" />Docs</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> brand guidance, approved proof, and message examples.</p>
              </div>
            </div>
          </div>

          <p className="uai-connect-foot">Export a segment table with only the approved fields and have the agent produce labeled variants. Never upload unnecessary personal data just because the CRM connection is unavailable.</p>
        </div>
      </div>

      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-email-configure" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-email-configure"><span><span className="uai-steplabel">Step 2</span>Build the workflow</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <p>Have the approved base campaign, segment definitions, suppression rules, allowed personalization fields, proof library, and two successful past campaigns. Start with three meaningful segments, not dozens of micro-variants.</p>

          ```text Setup prompt theme={null}
          Help me build an email-campaign personalization workflow.

          For each approved campaign, create reviewable variants for a small number of
          defined segments. Never send email.

          1. Ask for the campaign goal, base message, CTA, segments, approved CRM fields,
             suppression rules, and email-platform destination.
          2. Ask which attributes may shape the copy and which must never appear in it.
          3. Map each segment to a real difference in need, proof, objection, or CTA.
             If the data does not justify a distinct message, keep the base version.
          4. Preserve the approved offer and claims while adapting the subject line,
             opening, proof, and emphasis for the segment.
          5. Explain which approved attributes influenced each variant and flag missing
             or contradictory data.
          6. Create test sends and a QA table covering links, tokens, suppressions,
             sender, rendering, and segment counts.
          7. Test it on three segments with materially different needs.
          ```

          <p className="uai-subh">What good looks like</p>
          <p>Each variant should have a defensible reason to exist, use only approved attributes, preserve the campaign’s core claim, render correctly, and assign every recipient to the expected segment without leaking internal or sensitive data.</p>
        </div>
      </div>

      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-email-activate" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-email-activate"><span><span className="uai-steplabel">Step 3</span>Turn it on</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <p className="uai-subh">Choose your trigger</p>
          <p>Run when the base campaign and target segments are approved. Exclude suppressed contacts, missing-consent records, employees, test accounts, and rows without the minimum fields needed for the segment rule.</p>
          <p className="uai-subh">What runs without you</p>
          <p>Final audience and send approval are permanently human - segmentation mistakes arrive in customer inboxes. Review everything for the first three campaigns; after that, variant drafts and the QA report can generate automatically while a marketer approves every send. Re-audit the field and suppression rules before each major campaign.</p>
          <p className="uai-pair">Pairs well with <a href="#create-campaign-briefs">create campaign briefs</a> and <a href="#analyze-campaign-performance">analyze campaign performance</a> - the brief defines the segments and the review shows whether the variants earned their keep.</p>
        </div>
      </div>
    </div>
  </div>
</div>

<div className="uai-itemcard uai-itemcard--v6" role="article">
  <div className="uai-itemcard-head uai-itemcard-head--noicon">
    <div className="uai-itemcard-identity">
      <div className="uai-itemcard-row uai-itemcard-row--title">
        <h2>Create campaign briefs</h2>
      </div>

      <div className="uai-itemcard-row">
        <span className="uai-itemcard-note uai-itemcard-note--green">Best for turning a campaign goal into a complete team handoff</span>
      </div>
    </div>

    <div className="uai-itemcard-end">
      <div className="uai-itemcard-metric"><strong>1 hr/wk</strong><span>est. time saved <Tooltip tip="Assumes one campaign brief a week, reducing about 90 minutes of assembly to 25 minutes of review, minus a small setup overhead."><span className="uai-tip-icon"><Icon icon="circle-info" size={12} color="currentColor" /><span className="uai-sr-only">How this estimate is calculated</span></span></Tooltip></span></div>
    </div>
  </div>

  <div className="uai-itemcard-body">
    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How it's done today</span>
      <p className="uai-itemcard-summary">A campaign owner gathers the goal, audience, offer, evidence, budget, timeline, constraints, and channel ideas through meetings, CRM notes, and half-finished documents.</p>
    </section>

    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How AI helps</span>
      <p className="uai-itemcard-summary">Your agent turns the approved inputs into one consistent brief with message angles, channel roles, required assets, measures of success, and an explicit list of unresolved decisions.</p>
    </section>

    <div className="uai-figure uai-figure--light">
      <div className="uai-ucflow-stage">
        <div className="uai-ucflow-trigger">
          <span className="uai-ucflow-trigger-icon">
            <img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" />
          </span>

          <span>
            <span className="uai-ucflow-trigger-title">Campaign goal approved</span>
            <span className="uai-ucflow-trigger-subtitle">audience and offer are named</span>
          </span>
        </div>

        <span className="uai-ucflow-link" />

        <div className="uai-ucflow-agent">
          <div className="uai-ucflow-agent-header">
            <span className="uai-ucflow-agent-logos">
              <img src="https://mintcdn.com/usefulai/DapqcZBWDcIyQCBz/images/icons/48/claude.ai.png?fit=max&auto=format&n=DapqcZBWDcIyQCBz&q=85&s=fb415c7174f1e2e8f24101e1c7275b99" alt="" noZoom width="48" height="48" data-path="images/icons/48/claude.ai.png" />

              <img src="https://mintcdn.com/usefulai/C5xOaAf4Os-Vu41o/images/icons/48/chatgpt.com.png?fit=max&auto=format&n=C5xOaAf4Os-Vu41o&q=85&s=5e7f3de17cf2c7fc46864bfdcb97b95e" alt="" noZoom width="48" height="48" data-path="images/icons/48/chatgpt.com.png" />
            </span>

            <span className="uai-ucflow-agent-name">Your AI agent</span>

            <span className="uai-ucflow-agent-status" />
          </div>

          <p className="uai-ucflow-agent-task">Pressure-tests the request, organizes the evidence, proposes a channel plan, and surfaces the missing decisions before production starts.</p>
        </div>

        <span className="uai-ucflow-link" />

        <div className="uai-ucflow-outputs">
          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Campaign brief <span>            <img src="https://mintcdn.com/usefulai/HJ0On2gL236nYMqk/images/icons/48/docs.google.com.png?fit=max&auto=format&n=HJ0On2gL236nYMqk&q=85&s=99f0055b99bf8d2b22343a2704756f55" alt="Google Docs" noZoom width="48" height="48" data-path="images/icons/48/docs.google.com.png" /></span></div>

            <span className="uai-ucflow-line uai-ucflow-line-90" />

            <span className="uai-ucflow-line uai-ucflow-line-70" />
          </div>

          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Asset plan <span>            <img src="https://mintcdn.com/usefulai/MfWPxrmA3ZwUYT3b/images/icons/48/asana.com.png?fit=max&auto=format&n=MfWPxrmA3ZwUYT3b&q=85&s=9ec0decd304a812943ee11e0ed45d99b" alt="Asana" noZoom width="48" height="48" data-path="images/icons/48/asana.com.png" /></span></div>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-70" />
            </span>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-50" />
            </span>
          </div>

          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Open decisions <span>            <img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/slack.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=80f705a24524a002fdc059299d494a6b" alt="Slack" noZoom width="48" height="48" data-path="images/icons/48/slack.com.png" /></span></div>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-70" />
            </span>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-50" />
            </span>
          </div>
        </div>
      </div>
    </div>

    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How to set it up</span>
    </section>

    <div className="uai-itemcard-details-group uai-stepflat">
      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-brief-connect" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-brief-connect"><span><span className="uai-steplabel">Step 1</span>Connect your tools</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <div className="uai-connect-list uai-connect-fill uai-connect-list--tight uai-connect-list--nolines">
            <p className="uai-subh">Required</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/HJ0On2gL236nYMqk/images/icons/48/docs.google.com.png?fit=max&auto=format&n=HJ0On2gL236nYMqk&q=85&s=99f0055b99bf8d2b22343a2704756f55" alt="Google Docs" title="Google Docs" noZoom width="48" height="48" data-path="images/icons/48/docs.google.com.png" /><img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/notion.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=f55a7df0c5b731f07a0985551af40510" alt="Notion" title="Notion" noZoom width="48" height="48" data-path="images/icons/48/notion.com.png" />Docs</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> your brief template, positioning, proof, brand rules, and prior campaign examples.</p>
                <p className="uai-connect-rw"><span>Writes</span> the complete brief and open-decision list.</p>
              </div>
            </div>

            <p className="uai-subh">Recommended</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/82PG1Up2qz4DPkMj/images/icons/48/salesforce.com.png?fit=max&auto=format&n=82PG1Up2qz4DPkMj&q=85&s=ecb55e44e198ea0f48db7d948dfae739" alt="Salesforce" title="Salesforce" noZoom width="48" height="48" data-path="images/icons/48/salesforce.com.png" /><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" title="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" />CRM</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> the target segment, lifecycle context, objections, and relevant customer evidence.</p>
              </div>
            </div>

            <p className="uai-subh">Optional</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/ivp-heC-RDy_VFnc/images/icons/48/zoom.com.png?fit=max&auto=format&n=ivp-heC-RDy_VFnc&q=85&s=b8d1c36bef804280658bf8a7f7af7c42" alt="Zoom" title="Zoom" noZoom width="48" height="48" data-path="images/icons/48/zoom.com.png" /><img src="https://mintcdn.com/usefulai/DapqcZBWDcIyQCBz/images/icons/48/granola.ai.png?fit=max&auto=format&n=DapqcZBWDcIyQCBz&q=85&s=943aa2915f437e6330140ec97893af16" alt="Granola" title="Granola" noZoom width="48" height="48" data-path="images/icons/48/granola.ai.png" />Meetings</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> the planning transcript and stakeholder decisions.</p>
              </div>
            </div>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/MfWPxrmA3ZwUYT3b/images/icons/48/asana.com.png?fit=max&auto=format&n=MfWPxrmA3ZwUYT3b&q=85&s=9ec0decd304a812943ee11e0ed45d99b" alt="Asana" title="Asana" noZoom width="48" height="48" data-path="images/icons/48/asana.com.png" /><img src="https://mintcdn.com/usefulai/hy16G83xN3DfF0qA/images/icons/48/monday.com.png?fit=max&auto=format&n=hy16G83xN3DfF0qA&q=85&s=0649ffdaba56d203b24eeceede8765bd" alt="Monday.com" title="Monday.com" noZoom width="48" height="48" data-path="images/icons/48/monday.com.png" />Tasks</span>

              <div>
                <p className="uai-connect-rw"><span>Writes</span> the initial asset plan with owners and due dates after approval.</p>
              </div>
            </div>
          </div>

          <p className="uai-connect-foot">Paste the campaign request, audience export, and approved proof into your agent if the systems are not connected. The workflow should still refuse to treat an idea as an approved fact.</p>
        </div>
      </div>

      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-brief-configure" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-brief-configure"><span><span className="uai-steplabel">Step 2</span>Build the workflow</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <p>Have the current brief template, a real campaign request, audience evidence, channel constraints, and one strong past brief. Decide who can approve the audience, offer, budget, and final message.</p>

          ```text Setup prompt theme={null}
          Help me build a campaign-brief workflow.

          When a campaign goal is approved, turn the available context into a complete
          brief and a visible list of decisions still needed.

          1. Ask for the goal, audience, offer, desired behavior, proof, budget, timing,
             required channels, constraints, owner, and approvers.
          2. Ask for our brief template, brand rules, approved positioning, and one
             strong past example.
          3. Challenge the request: identify missing audience evidence, conflicting
             messages, unsupported claims, channel gaps, and unclear success measures.
          4. Draft the brief with goal, audience insight, proposition, message hierarchy,
             channel roles, asset list, timeline, measurement plan, and dependencies.
          5. Mark unresolved items as [DECISION NEEDED] with an owner; do not decide
             budgets, claims, or approvals on my behalf.
          6. After approval, prepare the asset tasks but do not assign or publish them.
          7. Test it on three campaigns with different audiences and channel mixes.
          ```

          <p className="uai-subh">What good looks like</p>
          <p>The brief should be executable by a teammate who missed the planning meeting, make the audience and message evidence visible, name each required asset and measure, and leave no hidden gap disguised as polished copy.</p>
        </div>
      </div>

      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-brief-activate" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-brief-activate"><span><span className="uai-steplabel">Step 3</span>Turn it on</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <p className="uai-subh">Choose your trigger</p>
          <p>Start when a campaign request has an approved goal, owner, audience, and due date. Exclude speculative ideas and requests without a decision-maker; send those back with the missing-input checklist.</p>
          <p className="uai-subh">What runs without you</p>
          <p>Keep briefs reviewed until three different campaign owners have accepted them without structural rework - one owner's acceptance proves fit with one working style, not with the team. After that, let briefs assemble automatically at approval while budgets, claims, and sign-off stay human. Review the template quarterly.</p>
          <p className="uai-pair">Pairs well with <a href="#draft-marketing-content">draft marketing content</a> and <a href="#analyze-campaign-performance">analyze campaign performance</a> - the brief starts the content engine and the review closes the loop.</p>
        </div>
      </div>
    </div>
  </div>
</div>

<div className="uai-itemcard uai-itemcard--v6" role="article">
  <div className="uai-itemcard-head uai-itemcard-head--noicon">
    <div className="uai-itemcard-identity">
      <div className="uai-itemcard-row uai-itemcard-row--title">
        <h2>Monitor brand mentions</h2>
      </div>

      <div className="uai-itemcard-row">
        <span className="uai-itemcard-note uai-itemcard-note--green">Best for seeing the few mentions that need a response or decision</span>
      </div>
    </div>

    <div className="uai-itemcard-end">
      <div className="uai-itemcard-metric"><strong>1 hr/wk</strong><span>est. time saved <Tooltip tip="Assumes five daily reviews a week, reducing about 18 minutes of searching and sorting to six minutes of digest review each day."><span className="uai-tip-icon"><Icon icon="circle-info" size={12} color="currentColor" /><span className="uai-sr-only">How this estimate is calculated</span></span></Tooltip></span></div>
    </div>
  </div>

  <div className="uai-itemcard-body">
    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How it's done today</span>
      <p className="uai-itemcard-summary">You scan alerts, social feeds, forums, news, and directories, remove duplicates and noise, judge what matters, and paste the useful items into a team update.</p>
    </section>

    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How AI helps</span>
      <p className="uai-itemcard-summary">On a schedule, your agent collects new mentions, deduplicates and groups them, summarizes the meaningful issues and opportunities, and routes a short source-linked queue to the right team.</p>
    </section>

    <div className="uai-figure uai-figure--light">
      <div className="uai-ucflow-stage">
        <div className="uai-ucflow-trigger">
          <span className="uai-ucflow-trigger-icon">
            <img src="https://mintcdn.com/usefulai/IWAw2nPuNRwa_pHP/images/icons/48/brandwatch.com.png?fit=max&auto=format&n=IWAw2nPuNRwa_pHP&q=85&s=e5ae8a9ff53c1fd6bb8b8a099e062b42" alt="Brandwatch" noZoom width="48" height="48" data-path="images/icons/48/brandwatch.com.png" />
          </span>

          <span>
            <span className="uai-ucflow-trigger-title">New mentions found</span>
            <span className="uai-ucflow-trigger-subtitle">scheduled web and social scan</span>
          </span>
        </div>

        <span className="uai-ucflow-link" />

        <div className="uai-ucflow-agent">
          <div className="uai-ucflow-agent-header">
            <span className="uai-ucflow-agent-logos">
              <img src="https://mintcdn.com/usefulai/DapqcZBWDcIyQCBz/images/icons/48/claude.ai.png?fit=max&auto=format&n=DapqcZBWDcIyQCBz&q=85&s=fb415c7174f1e2e8f24101e1c7275b99" alt="" noZoom width="48" height="48" data-path="images/icons/48/claude.ai.png" />

              <img src="https://mintcdn.com/usefulai/C5xOaAf4Os-Vu41o/images/icons/48/chatgpt.com.png?fit=max&auto=format&n=C5xOaAf4Os-Vu41o&q=85&s=5e7f3de17cf2c7fc46864bfdcb97b95e" alt="" noZoom width="48" height="48" data-path="images/icons/48/chatgpt.com.png" />
            </span>

            <span className="uai-ucflow-agent-name">Your AI agent</span>

            <span className="uai-ucflow-agent-status" />
          </div>

          <p className="uai-ucflow-agent-task">Removes duplicates, identifies the topic and urgency, separates brand from competitor mentions, and prioritizes what deserves attention.</p>
        </div>

        <span className="uai-ucflow-link" />

        <div className="uai-ucflow-outputs">
          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Priority digest <span>            <img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/slack.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=80f705a24524a002fdc059299d494a6b" alt="Slack" noZoom width="48" height="48" data-path="images/icons/48/slack.com.png" /></span></div>

            <span className="uai-ucflow-line uai-ucflow-line-90" />

            <span className="uai-ucflow-line uai-ucflow-line-70" />
          </div>

          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Mention log <span>            <img src="https://mintcdn.com/usefulai/N3i0yFjypsyfoghc/images/icons/48/sheets.google.com.png?fit=max&auto=format&n=N3i0yFjypsyfoghc&q=85&s=3e1ef0c8ba61a59587bf40d7461ebade" alt="Google Sheets" noZoom width="48" height="48" data-path="images/icons/48/sheets.google.com.png" /></span></div>

            <span className="uai-ucflow-line uai-ucflow-line-90" />

            <span className="uai-ucflow-line uai-ucflow-line-70" />
          </div>

          <div className="uai-ucflow-output">
            <div className="uai-ucflow-output-title">Response queue <span>            <img src="https://mintcdn.com/usefulai/MfWPxrmA3ZwUYT3b/images/icons/48/asana.com.png?fit=max&auto=format&n=MfWPxrmA3ZwUYT3b&q=85&s=9ec0decd304a812943ee11e0ed45d99b" alt="Asana" noZoom width="48" height="48" data-path="images/icons/48/asana.com.png" /></span></div>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-70" />
            </span>

            <span className="uai-ucflow-task">
              <span className="uai-ucflow-line uai-ucflow-line-50" />
            </span>
          </div>
        </div>
      </div>
    </div>

    <section className="uai-itemcard-section">
      <span role="heading" aria-level="3" className="uai-card-h">How to set it up</span>
    </section>

    <div className="uai-itemcard-details-group uai-stepflat">
      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-mentions-connect" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-mentions-connect"><span><span className="uai-steplabel">Step 1</span>Connect your tools</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <div className="uai-connect-list uai-connect-fill uai-connect-list--tight uai-connect-list--nolines">
            <p className="uai-subh">Required</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/IWAw2nPuNRwa_pHP/images/icons/48/brandwatch.com.png?fit=max&auto=format&n=IWAw2nPuNRwa_pHP&q=85&s=e5ae8a9ff53c1fd6bb8b8a099e062b42" alt="Brandwatch" title="Brandwatch" noZoom width="48" height="48" data-path="images/icons/48/brandwatch.com.png" /><img src="https://mintcdn.com/usefulai/ri8jp4LyuU5sCXj0/images/icons/48/mention.com.png?fit=max&auto=format&n=ri8jp4LyuU5sCXj0&q=85&s=0e5600ab6414aa13b56daa66cc209941" alt="Mention" title="Mention" noZoom width="48" height="48" data-path="images/icons/48/mention.com.png" />Social listening</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> new brand, product, executive, and competitor mentions with source links and timestamps.</p>
              </div>
            </div>

            <p className="uai-subh">Recommended</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/slack.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=80f705a24524a002fdc059299d494a6b" alt="Slack" title="Slack" noZoom width="48" height="48" data-path="images/icons/48/slack.com.png" /><img src="https://mintcdn.com/usefulai/AHrz0Wwy4lVZj5MG/images/icons/48/teams.microsoft.com.png?fit=max&auto=format&n=AHrz0Wwy4lVZj5MG&q=85&s=82b2bde2aca7704a34aa28bc3b17e4b5" alt="Microsoft Teams" title="Microsoft Teams" noZoom width="48" height="48" data-path="images/icons/48/teams.microsoft.com.png" />Chat</span>

              <div>
                <p className="uai-connect-rw"><span>Writes</span> the daily priority digest and urgent alerts to the agreed channel.</p>
              </div>
            </div>

            <p className="uai-subh">Optional</p>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/82PG1Up2qz4DPkMj/images/icons/48/salesforce.com.png?fit=max&auto=format&n=82PG1Up2qz4DPkMj&q=85&s=ecb55e44e198ea0f48db7d948dfae739" alt="Salesforce" title="Salesforce" noZoom width="48" height="48" data-path="images/icons/48/salesforce.com.png" /><img src="https://mintcdn.com/usefulai/5xfT_ObZX_-BobJd/images/icons/48/hubspot.com.png?fit=max&auto=format&n=5xfT_ObZX_-BobJd&q=85&s=25997a9a2c55ca1588d212f35f36277a" alt="HubSpot" title="HubSpot" noZoom width="48" height="48" data-path="images/icons/48/hubspot.com.png" />CRM</span>

              <div>
                <p className="uai-connect-rw"><span>Reads</span> known accounts and customers so their mentions can be identified and routed.</p>
              </div>
            </div>

            <div className="uai-connect-row--pill">
              <span className="uai-connect-pill uai-connect-pill--stack uai-connect-pill--sm uai-connect-pill--plain"><img src="https://mintcdn.com/usefulai/HJ0On2gL236nYMqk/images/icons/48/docs.google.com.png?fit=max&auto=format&n=HJ0On2gL236nYMqk&q=85&s=99f0055b99bf8d2b22343a2704756f55" alt="Google Docs" title="Google Docs" noZoom width="48" height="48" data-path="images/icons/48/docs.google.com.png" /><img src="https://mintcdn.com/usefulai/-BdB1T4cTAq9nNj4/images/icons/48/notion.com.png?fit=max&auto=format&n=-BdB1T4cTAq9nNj4&q=85&s=f55a7df0c5b731f07a0985551af40510" alt="Notion" title="Notion" noZoom width="48" height="48" data-path="images/icons/48/notion.com.png" />Docs</span>

              <div>
                <p className="uai-connect-rw"><span>Writes</span> the persistent mention log and weekly trend summary.</p>
              </div>
            </div>
          </div>

          <p className="uai-connect-foot">Use saved searches, Google Alerts, and platform exports as the input if you do not have a listening platform. The agent can still deduplicate and prioritize; collection will be less complete.</p>
        </div>
      </div>

      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-mentions-configure" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-mentions-configure"><span><span className="uai-steplabel">Step 2</span>Build the workflow</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <p>Have the exact brand, product, executive, and competitor terms; common false positives; priority topics; routing owners; and ten past mentions labeled useful or noise.</p>

          ```text Setup prompt theme={null}
          Help me build a brand-mention monitoring workflow.

          On a schedule, turn new web and social mentions into a short, source-linked
          queue for the marketing team. Do not post public replies.

          1. Ask for brand, product, executive, and competitor terms, including aliases,
             exclusions, languages, sources, and lookback window.
          2. Ask what counts as urgent, useful, routine, or noise and who owns product,
             support, press, security, and partnership mentions.
          3. Collect only new items, normalize URLs, and deduplicate reposts or syndicated
             coverage while preserving the strongest source.
          4. For each material mention, record source, author, date, audience, topic,
             concise summary, source link, and recommended owner.
          5. Group related items and surface issues, opportunities, and competitor moves.
             Treat sentiment as a sorting aid, not the final decision.
          6. Send a daily digest and an immediate alert only for defined urgent cases.
          7. Test the workflow on a complaint, a positive review, and a false match.
          ```

          <p className="uai-subh">What good looks like</p>
          <p>The digest should contain no duplicates, every item should link to the original source, urgent cases should reach the right owner quickly, false matches should stay out, and the queue should be short enough to act on.</p>
        </div>
      </div>

      <div className="uai-itemcard-details">
        <input type="checkbox" id="mkt-mentions-activate" className="uai-itemcard-details-toggle" />

        <label htmlFor="mkt-mentions-activate"><span><span className="uai-steplabel">Step 3</span>Turn it on</span><span className="uai-itemcard-details-chevron" /></label>

        <div className="uai-itemcard-details-body">
          <p className="uai-subh">Choose your trigger</p>
          <p>Run a rolling scan every two to four hours and a digest each weekday morning. Alert immediately only for the explicit crisis, security, legal, or high-reach thresholds. Exclude your own posts, obvious spam, job listings, and recurring false matches.</p>
          <p className="uai-subh">What runs without you</p>
          <p>Public responses stay manual permanently - the digest tells you where to show up, and a human decides what to say. After two weeks of accurate routing, let the digest and urgent alerts run unattended. Review the search terms and false-positive list weekly; monitoring quality decays quietly as names and campaigns change.</p>
          <p className="uai-pair">Pairs well with <a href="#conduct-market-research">conduct market research</a> - today's mentions are tomorrow's research questions.</p>
        </div>
      </div>
    </div>
  </div>
</div>

## How to choose

* Start with **draft marketing content** if briefs and sources are in order - it is frequent, low-risk, and easy to judge.
* **Distribution-constrained?** **Repurpose marketing content** gets more from what you already trust.
* **Running campaigns?** **Create campaign briefs**, **personalize email campaigns**, and **analyze campaign performance** cover plan, execution, and review - in that order of trust.
* **Owning the market view?** **Conduct market research** for the decisions, **monitor brand mentions** for the daily pulse.

## What didn't make the list (yet)

Two marketing categories are marketed heavily and deliberately missing here:

**Autopilot publishing** - agents that post and send without review - breaks the rule every workflow above shares: drafts are automatic, publishing is yours. A wrong post multiplies at exactly the speed that makes automation attractive.

**Mass-generated SEO content** - hundreds of pages from a keyword list - is the fastest way to trade your domain's reputation for short-lived traffic. The drafting workflow above exists to make one good asset faster, not a thousand thin ones.

## Frequently Asked Questions

<AccordionGroup>
  <Accordion title="What marketing tasks can AI automate?">
    AI is strongest at turning approved inputs into drafts, adapting content across channels, compiling research, explaining campaign results, and monitoring new mentions. The useful pattern is a defined source, a repeatable output, and a marketer who can quickly review the result.
  </Accordion>

  <Accordion title="What is the best first AI use case for a marketing team?">
    Draft marketing content is the best first workflow for most teams because it is frequent, easy to test, and does not require customer-data integrations. If you already have a strong content engine, repurposing one approved asset into channel-specific versions is an equally practical starting point.
  </Accordion>

  <Accordion title="Can these workflows run in ChatGPT, Claude, Gemini, or Copilot?">
    Yes. Each can start as a reusable project, skill, or instruction set in your existing AI agent. Connecting the agent to Docs, your CMS, CRM, or marketing platforms removes copying and lets the same workflow run on a trigger or schedule.
  </Accordion>

  <Accordion title="Should AI publish or send marketing content automatically?">
    Usually not at first. Let the workflow prepare drafts, reports, and queues while a marketer approves claims, tone, targeting, and final destinations. Low-risk internal reports can run automatically sooner than public posts or customer email.
  </Accordion>
</AccordionGroup>
