Does AI Agent Access auto-publish content?

No. API content endpoints create drafts for human review. You publish on your site when ready.

Which agents are supported?

Any agent that can call REST APIs or run shell commands: Cursor, Claude Code, Codex, and custom scripts. Use the Knowledge Base import endpoints to keep agent context on-brand.

Are API calls credit-gated?

Yes. Mission Brief generation, AI Analyst questions, and Content Operations drafts consume Mission Fuel credits with the same margin protection as the web app.

AI Agent Access

Your Mission Brief, exported for coding agents.

REST API and CLI deliver JSON priorities, opportunities, and draft tasks. Credit-aware. Human-reviewed. Never auto-published.

See it in the demo

shopify.com · ai agent access

learn-domains mission-brief latest --json

Sample JSON export · demo data

{
  "website": "shopify.com",
  "headline": "Recover the pricing page before the decline compounds.",
  "orders": [
    {
      "rank": 1,
      "title": "Update pricing page — ranking decline detected",
      "impact": "high",
      "credits_required": false
    }
  ]
}

API tokens are hashed server-side. Costly endpoints stay credit-gated.

How AI Agent Access works

Operators who live in Cursor, Claude Code, or terminal workflows should not re-type SEO priorities from a dashboard. AI Agent Access exposes Learn Domains data through API tokens and the @learndomains/cli package.

Pull the latest Mission Brief, opportunity queue, and content draft tasks as structured JSON. Agents parse priorities without scraping UI text. Costly endpoints remain credit-gated with reservations, same as the web app.

Content creates human-reviewed drafts only. Nothing auto-publishes to your CMS. The agent's job is to implement fixes, produce checklists, and open PRs, not to ship unreviewed pages.

Growth Orders from the Opportunity Engine and Knowledge Base context export with the same scopes as the web app, so agents never invent priorities from scratch.

What you'll do with it

Cursor weekly growth sprint

Pull `learn-domains mission-brief latest --json` and assign the top three URL-level fixes to agent tasks in your repo.

Claude Code content refresh

Fetch a content draft task, edit in your brand voice locally, and publish manually after review.

CI-friendly opportunity exports

Script Opportunity Engine pulls into your runbook, then ask the AI Analyst to explain the top win before opening Content Operations.

Frequently asked

Explore the command center

Go deeper

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