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    AI Overview Page Optimizer: Get One Page Cited in AI Mode + ChatGPT

    1

    Scores a page 0-100 for a target query on AI Overview / AI Mode / ChatGPT citability, then writes the answer-first rewrite, question headings and FAQ block.

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    AI Overview Page Optimizer: Get One Page Cited in AI Mode + ChatGPT

    AI Overview Page Optimizer: Get One Page Cited in AI Mode + ChatGPT

    Example session with this skill installed

    Optimize https://example.com/blog/implant-timeline for 'how long does a dental implant take' so it shows up in AI Overviews.

    • Read your context and instructions
    • Compiled the ai overview page

    Score 58/100 (C). Top gaps: ANSWER_FIRST (intro is fluff, no declarative answer), QUESTION_HEADINGS (0 of 6), EVIDENCE (2 numbers, 0 sources). Most citable passage now: '...'. Rewrite: 'A dental implant takes 3 to 6 months from placement to final crown for most patients...' plus 4 question H2s, a timeline table and Article + FAQPage JSON-LD.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    How do I optimize a page for AI Overviews and AI Mode? Give your agent a URL and the question you want to own. It fetches the public page (robots.txt respected) and scores 11 weighted checks out of 100:

    • Crawler and snippet access (Googlebot, OAI-SearchBot, PerplexityBot, Bingbot, noindex, nosnippet, max-snippet:0)
    • Direct answer in the first 60 words (flags fluffy intros and question openers)
    • Self-contained 40-120 word passages AI engines can lift
    • Query words in title, H1 and sub-headings; question-style H2/H3s
    • Lists and tables, numbers and cited sources
    • Freshness (dateModified, visible updated date), author/organization, schema, depth

    You get report.md, fixes.csv and result.json with evidence per check, the passage AI would quote today, and fixes in priority order. Then the agent writes the deliverable: a 40-60 word answer-first opener, 3-5 question headings with answers, passage rewrites, a list or table, and Article/FAQPage JSON-LD.

    Stdlib Python 3.9+, no installs, no API keys. 10 tests on a local fake site. Works page by page and query by query, because AI answers quote passages, not sites.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

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    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before any payment.

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    Requires

    Python 3.9+

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