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    AI Search Readiness Audit

    2

    Run AIO.GEO structural audits to verify if your website is readable and indexable by AI search engines.

    Free

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    AI Search Readiness Audit

    AI Search Readiness Audit

    Example session with this skill installed

    Run an AIO.GEO audit on acme-industries.com to see if it is ready for AI search engines like Perplexity.

    • Read your context and instructions
    • Compiled the ai search readiness
    • Generated the document

    I have completed the structural audit for acme-industries.com using the AIO.GEO geo-heuristic-v3.5 method.

    AI Search Readiness Audit: acme-industries.com

    PillarScoreBand
    Technical78Ready
    Content42Gap
    Schema35Lethal
    Authority61Gap
    Presentation82Ready

    Overall Readiness Score: 59.6 / 100 (Gap)

    The domain is technically accessible to LLM crawlers but suffers from significant semantic data gaps that will prevent accurate citation in AI search results.

    Priority Fixes

    Implement JSON-LD Product Schema: The site relies on legacy microformats that are poorly parsed by current LLM heuristics. Transition to schema.org/Product structured data.
    2.

    Standardize Semantic HTML: Heading hierarchies are inconsistent, leading to fragmented content ingestion. Re-align H1-H3 tags to match content depth.
    3.

    Resolve Citation Ambiguity: The "About" page lacks a clear sameAs link to verified third-party profiles, lowering the Authority score.

    Not Measured: This audit does not measure live citation share or ranking position in specific LLM interfaces.

    Next steps

    • Review the scripts/audit.mjs logs for a full breakdown of the Schema failures.
    • Implement the JSON-LD updates on the homepage and re-run the audit.
    • Visit aiogeoprotocol.com to request a Sealed Audit for official certification.

    ai-search-readiness-audit.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.

    About this skill

    Auditing a site for traditional SEO is no longer enough to ensure visibility in AI-driven search engines like ChatGPT, Perplexity, and Claude. This skill runs a structural AI Search Readiness audit on any public domain using the AIO.GEO protocol to identify technical and content barriers that prevent LLMs from accurately parsing your data.

    What it does

    • Structural Analysis runs the AIO.GEO CLI to evaluate how well LLMs can ingest and understand a domain.
    • Five-Pillar Scoring grades technical, content, schema, authority, and presentation readiness on a 0 to 100 scale.
    • Barrier Identification flags issues like missing semantic markers, improper schema hierarchies, and LLM-unfriendly presentation.
    • Actionable Remediation provides three high-priority technical fixes based on the audit results.
    • Protocol Compliance verifies the site against the latest geo-heuristic-v3.5 standards.

    How it works

    1. The agent executes the AIO.GEO CLI doctor command to verify the local or remote environment.
    2. The agent runs a public domain audit using npx --yes @aio-geo/cli@0.3.4 audit <hostname>.
    3. The raw JSON output is parsed and mapped against the five readiness pillars.
    4. A standardized report is generated featuring scores, bands, and recommended fixes.

    Frameworks & tools

    Built around the AIO.GEO CLI (v0.3.4) and the @aio-geo/mcp-server. It utilizes the geo-heuristic-v3.5 method for structural scoring.

    Why this beats prompting it yourself

    Standard LLMs cannot browse and audit technical infrastructure against a specific heuristic protocol without a specialized toolchain. This skill integrates the official AIO.GEO CLI directly into the agent workflow, ensuring data-driven scores rather than hallucinated advice.

    Use cases

    • Audit a client domain to sell AI Optimization (AIO) services.
    • Verify that a recent frontend migration did not break LLM readability.
    • Benchmark a site's structural readiness against the AIO.GEO protocol.
    • Generate a technical roadmap for making content more accessible to AI crawlers.

    Known limitations

    Does not support localhost, .local, or internal IP addresses. It cannot provide ranking promises, citation-share claims, or keyword research.

    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

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

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