> ## Documentation Index
> Fetch the complete documentation index at: https://relevanceai-docs-tsp-1287.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Marketing

> Put AI Agents to work across the marketing funnel — content, campaigns, analytics — without losing your brand voice.

Marketing teams are stretched across channels. AI Agents take the high-volume execution work — drafting nurture sequences, repurposing content, pulling cross-channel reports — so marketers can spend their time on strategy and storytelling.

## Start with a Marketplace template

The Marketplace ships pre-built Agents you can clone in one click. Adapt them to your brand voice, your channels, your funnel. Or [build a custom Agent from scratch](/build/introduction).

<CardGroup cols={3}>
  <Card title="Email Marketing Strategist" icon="envelope-open-text" href="https://marketplace.relevanceai.com/listing/28783038-03f0-4aec-9c76-4b28452b6e33">
    Analyzes campaign performance, optimizes subject lines, segments audiences, drafts copy, and plans A/B tests.
  </Card>

  <Card title="Simple Content Repurposer" icon="recycle" href="https://marketplace.relevanceai.com/listing/870991de-99fd-4453-83bf-084c872e7cb2">
    Paste a YouTube link, podcast episode, or blog URL → get platform-native LinkedIn and X posts drafted in your voice.
  </Card>

  <Card title="Browse the Marketplace" icon="store" href="/get-started/marketplace/introduction">
    The full catalog of Marketing-relevant Agents — content, social, analytics, lifecycle.
  </Card>
</CardGroup>

Click **Clone Agent** on any listing, connect the channels it needs (email, social, web analytics), and run it on real campaign data.

## Pick your path

How hands-on do you want to be? Pick a tab — the rest of the page is written for you.

<div className="path-picker">
  <Tabs>
    <Tab title="No build" id="no-build">
      You don't need to touch the builder. Open the cloned Agent above, ask in plain English, and let it work across the channels it's connected to.

      ## Sharpen the answers with knowledge

      Upload your brand guidelines, tone-of-voice doc, ICP definitions, and messaging frameworks. Every conversation references them — sharper output, no new setup.

      <Card title="Add knowledge" icon="book" href="/build/knowledge/create-knowledge">
        Upload context once. Every conversation references it.
      </Card>

      ## Make it run on its own

      When you find yourself drafting the same campaign every month, set a trigger — every new MQL gets the onboarding sequence drafted, every product launch triggers a content repurposing pass. One toggle, no code, no builder.

      <Card title="Triggers" icon="bolt" href="/build/agents/build-your-agent/triggers">
        Schedule runs, fire on CRM events, listen to webhooks.
      </Card>

      ## Ready to go further?

      When prompting and templates stop being enough — when you want the Agent to follow your brand voice word for word and orchestrate multi-step campaign automation — pick the **Build visually** tab above.
    </Tab>

    <Tab title="Build visually" id="build-visually">
      You're comfortable in product UIs. You don't want to wire up an Agent from scratch, but you do want it to sound like your brand and follow your campaign cadence. Open the cloned Agent in the builder and shape every piece.

      ## Connect the tools it needs

      Marketing Agents work best when they can read from and write to the systems your team already uses.

      * **Marketing automation** — [HubSpot](/integrations/popular-integrations/hubspot) or [Marketo](/integrations/popular-integrations/marketo) for campaigns and lifecycle
      * **Email** — [Gmail](/integrations/popular-integrations/gmail) or [Outlook](/integrations/popular-integrations/outlook) for outbound
      * **Content & social** — [Notion](/integrations/popular-integrations/notion), [Canva](/integrations/popular-integrations/canva), [Slack](/integrations/popular-integrations/slack) for content workflows
      * **Analytics** — [Google Sheets](/integrations/popular-integrations/google-sheets) or your BI tool for performance pulls

      See more about [Integrations](/integrations/introduction).

      ## Shape every surface

      Each piece below changes how the Agent behaves. Run the Agent on a real campaign between every change — small iterations beat big rewrites.

      <CardGroup cols={2}>
        <Card title="Prompt" icon="message" href="/build/agents/build-your-agent/prompt">
          Edit the system prompt to match your brand voice, segmentation logic, and approval rules.
        </Card>

        <Card title="Tools" icon="wrench" href="/build/agents/build-your-agent/tools">
          Add or remove the actions the Agent can take — pull campaign data, draft email copy, post to Slack.
        </Card>

        <Card title="Knowledge" icon="book" href="/build/knowledge/create-knowledge">
          Upload brand guidelines, persona docs, top-performing past campaigns. The Agent draws on these whenever it works.
        </Card>

        <Card title="Triggers" icon="bolt" href="/build/agents/build-your-agent/triggers">
          Run the Agent automatically — on a schedule, when an MQL enters HubSpot, when a campaign launches.
        </Card>

        <Card title="Alerts" icon="bell" href="/build/agents/build-your-agent/alerts">
          Get notified when CTR drops, when copy fails a brand check, when send caps approach.
        </Card>

        <Card title="Memory" icon="brain" href="/build/agents/build-your-agent/memory">
          Persistent context across campaigns — past performance, which segments responded to which hooks.
        </Card>
      </CardGroup>

      ## Chain Agents into a workforce

      When a single Agent isn't enough — research the audience, write the copy, schedule the send, post a recap — wire them together on the Workforce canvas.

      <Card title="Build a workforce" icon="diagram-project" href="/build/workforces/create-a-workforce">
        Drag, connect, and run multi-Agent pipelines without code.
      </Card>

      ## Test before you trust

      Set up evals so brand-voice regressions get caught before they ship to your list.

      <Card title="Evals" icon="vial" href="/build/agents/build-your-agent/evals">
        Define test cases in the UI. Run them on every change.
      </Card>

      ## Ready to go further?

      When clicking through the builder starts to feel slow — when you'd rather have your AI coding assistant build and edit Agents for you, drop into custom Python or JS code blocks, or call Agents from your own app via the SDK — pick the **Build with AI** tab above.
    </Tab>

    <Tab title="Build with AI" id="build-with-ai">
      You already work in an AI coding environment. Clicking through a UI to edit copy guidelines feels slow. Have your AI assistant build, shape, and orchestrate Agents directly from your editor.

      ## Programmatic GTM

      Programmatic GTM is an MCP server that connects your AI coding environment to Relevance AI. Describe what you want in natural language; your AI assistant reads and writes your Relevance workspace — system prompts, Tools, knowledge, triggers, workforces, evals.

      <CardGroup cols={2}>
        <Card title="Claude Code plugin" icon="terminal" href="/integrations/mcp/programmatic-gtm/claude-code">
          The fastest setup. Install the Relevance AI plugin and build Agents from your terminal.
        </Card>

        <Card title="MCP server" icon="plug" href="/integrations/mcp/programmatic-gtm/mcp-server">
          Connect from Claude Desktop, Cursor, VS Code, ChatGPT, OpenAI Codex, or any MCP client.
        </Card>

        <Card title="Agent skills" icon="graduation-cap" href="/integrations/mcp/programmatic-gtm/agent-skills">
          Clone the skills repo so your coding assistant has built-in knowledge of Relevance patterns.
        </Card>

        <Card title="Programmatic GTM overview" icon="book" href="/get-started/core-concepts/programmatic-gtm">
          The full reference for what you can do programmatically.
        </Card>
      </CardGroup>
    </Tab>
  </Tabs>
</div>

## The four levels in marketing

How the [autonomy ladder](/guides) plays out across your funnel:

<CardGroup cols={2}>
  <Card title="L1 — Assisted" icon="hand">
    A marketer asks the Agent for three subject-line options for tomorrow's drop — the Agent returns options with reasoning.
  </Card>

  <Card title="L2 — Copilot" icon="map">
    A marketer asks for a 5-step onboarding sequence for new free-trial users — the Agent drafts all 5, the marketer reviews and queues.
  </Card>

  <Card title="L3 — Autopilot" icon="bolt">
    A new MQL lands in HubSpot — segmentation, nurture-sequence drafting, and Slack alerts to the AE all happen automatically.
  </Card>

  <Card title="L4 — Self-driving" icon="infinity">
    You set the objective — "increase trial-to-paid conversion" — and the Workforce runs onboarding sequences, with subject lines, send times, and CTAs tuned through evals as conversion data flows back.
  </Card>
</CardGroup>

## Zoom into a single use case

Each use case below is a working entry point — clone a template, then run it, shape it visually, or build with AI depending on which tab fit you.

<CardGroup cols={3}>
  <Card title="Lifecycle email campaigns" icon="envelope" href="/guides/marketing/lifecycle-campaigns">
    Draft nurture, re-engagement, and onboarding sequences in your brand voice at the moments that matter.
  </Card>

  <Card title="Content creation & repurposing" icon="copy" href="/guides/marketing/content-repurposing">
    Turn one asset into blog posts, social snippets, ad copy — without losing the source voice.
  </Card>

  <Card title="Campaign performance analytics" icon="chart-line" href="/guides/marketing/campaign-analytics">
    Pull cross-channel reports together; surface what's working and what isn't.
  </Card>
</CardGroup>

## See it in production

<Frame caption="How Autodesk's lifecycle marketing team turns institutional knowledge into an AI workforce.">
  <iframe className="w-full aspect-video rounded-xl" src="https://www.youtube.com/embed/m3w6buEzjAU" title="Autodesk x Relevance AI — Agents@Work" allowFullScreen />
</Frame>

<Frame caption="Lightspeed's Senior Marketing AI Technologist on building enterprise-ready marketing agents.">
  <iframe className="w-full aspect-video rounded-xl" src="https://www.youtube.com/embed/uPXlW2ZfAR8" title="Lightspeed x Relevance AI — Agents@Work" allowFullScreen />
</Frame>
