GEO/AEO Optimizer - Get Cited by AI Answer Engines

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    White-hat GEO/AEO advisor that audits your content and returns a prioritized action list to improve your odds of being cited by AI answer engines like Google AI Overviews, ChatGPT, and Perplexity.

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    Works with the AI tools you already use

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    GEO/AEO Optimizer - Get Cited by AI Answer Engines

    Example session with this skill installed

    I have a blog post about "how to reduce cart abandonment" that used to rank well but I'm not getting cited in Google AI Overviews or ChatGPT answers anymore. Here's the content — can you audit it for AEO and tell me what to fix?

    • Read your context and instructions
    • Compiled the geo aeo optimizer
    • Generated the document

    I have audited your content against how AI answer engines retrieve, structure, and attribute sources, and built you a prioritized fix list.

    AEO Audit: Project Management Tools Post

    IssueImpactFix
    No direct-answer blockEngines can't extract a clean, self-contained answerAdd a 2-3 sentence direct answer near the top before the detailed comparison
    Missing FAQ schemaLower structured-data eligibility for AI retrievalAdd FAQPage schema markup around your existing Q&A section
    Weak entity authorityNo verifiable author expertise signalAdd an author bio with credentials and link to an about page
    Thin comparison structureHard for engines to parse tool-by-tool differencesRestructure into clear headers per tool with consistent comparison criteria

    Next steps: fix the direct-answer block first, it has the highest leverage on citation odds. Then add schema markup and entity signals. Track citation outcomes over 3-4 weeks before drawing conclusions, AI engine citation patterns are noisy.

    geo-aeo-optimizer-get-cited-by-ai-answer.pdf

    PDF · document

    Generated

    Example file from a real run - the skill writes it into your workspace.

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

    What you get

    Audit existing content for AI answer-engine citation gapsStructure content so answer engines can lift a clean, self-contained answerBuild entity authority signals with schema markup and author credentialsTrack and measure AI citation performance across engines over time

    About this skill

    AI answer engines, Google AI Overviews, ChatGPT Search, Perplexity, Bing Copilot, increasingly answer questions directly and cite a handful of sources instead of sending clicks to ten blue links. This advisory skill helps content creators, SEOs, and marketers improve the odds that their content is one of those cited sources. Give it your real content and topic, and it hands back an AEO audit plus a prioritized action list you can actually work through.

    Coverage spans the full picture: how answer engines retrieve, ground, and cite sources; how to structure content so an engine can lift a clean, self-contained answer; how to build genuine entity authority (E-E-A-T plus correct schema markup); how the major engines differ in what they favor; and how to measure AI visibility honestly. Every recommendation is white-hat, it works by making content genuinely more useful, accurate, and authoritative, not by tricking the engine.

    This is advisory: it audits and recommends, and you implement. It will not manipulate engines, fabricate authority or credentials, cloak content, or publish false claims to win a citation, and it will not guarantee a ranking or an AI Overview spot. Because AI search changes fast, it frames guidance verify-current: confirm current behavior on each platform before committing. It is not a rank-tracking tool, a technical-SEO suite, or paid-ads management.

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

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    2. 2

      Unzip into your skills folder

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    3. 3

      Ask your agent to use it

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    Verified clean 11 days ago

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    Listed11 days ago

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