Q&A Optimization | Markup AI

AI Visibility

Headings that answer the question. This agent evaluates whether section headings match their content and lead with the answer.

Part of Markup AI’s AI-search optimization suite — GEO/AEO (generative / answer engine optimization) for visibility in ChatGPT, Perplexity, and Google AI Overviews.

What it catches

Mismatched headings, buried answers, and unclear phrasing in your section structure — with suggested heading rewrites that lead with the answer. Complements the Snippet Readiness (standalone sections) and the Key Takeaways (top-of-page summary).

Why it matters

Generative engines lift sections whose headings match their content and whose first lines answer the question. Answer-first structure is how your content gets quoted instead of skipped.

Markup AI for Google Docs

The fastest way to use this agent: catch and fix issues right inside Google Docs, with the Markup AI Chrome Extension.

Use it in your AI assistant

Available on Markup AI’s hosted MCP server as answer_authority — or ask for a review and let Markup AI select it.

Run it via the API

Resolve the agent by name and run it with one call — full examples in the Agent Reference.