AI Answer Visibility Tracker: Imported Evidence

    1

    Compute mentions, owned-host citations, competitor counts and collection coverage from recorded answers.

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    AI Answer Visibility Tracker: Imported Evidence

    Example session with this skill installed

    Using geo-visibility-tracker and the separately installed pinned CLI, run the visibility example workflow from the bundled references/setup.md. Use only the bundled fictional examples, retain unknowns, and return the complete report. Do not infer live indexing or growth.

    • Read your context and instructions
    • Compiled the ai answer visibility

    Verified local example

    This is the complete report from the retained local CLI run on 2026-10-17 using the bundled fictional fixtures. It is not real product performance or an Agensi execution. Local absolute paths are displayed as [skill-directory]; report findings are unchanged.

    visibility report

    FICTIONAL EXAMPLE — not a product measurement.

    Generated: 2026-10-17T15:10:06.453Z

    Imported user-supplied responses; no API calls or consumer-interface collection. Aggregate rates describe this sample set, not market rankings.

    Pass: 0; fail: 0; unknown: 3.

    CheckStatusEvidenceNext action
    collection-coverageunknown2/3 successful; 1 collection errors; coverage=0.6666666666666666Read groups and coverage before comparing rates. Failed attempts are excluded from mention/citation denominators.
    recommendationsunknownMentions were matched; explicit recommendations were not classified.Inspect raw answers before making recommendation claims.
    provenanceunknownProvider, model, surface, locale, timestamps, and answers are supplied by the importer and were not independently verified.Retain collection receipts and repeat comparable queries before drawing conclusions.

    Details

    {
      "totals": {
        "attempted": 3,
        "successful": 2,
        "failed": 1,
        "coverage": 0.6666666666666666,
        "mentionRate": 0.5,
        "citationRate": 0.5,
        "recommendationRate": null,
        "competitors": {
          "Other Journal": 1
        }
      },
      "groups": [
        {
          "provider": "fictional-fixture",
          "surface": "local-demo",
          "model": "none",
          "locale": "en-GB",
          "attempted": 3,
          "successful": 2,
          "failed": 1,
          "coverage": 0.6666666666666666,
          "mentionRate": 0.5,
          "citationRate": 0.5,
          "recommendationRate": null,
          "competitors": {
            "Other Journal": 1
          }
        }
      ],
      "source": "[skill-directory]/examples/responses.jsonl",
      "evidence": "evidence/responses.jsonl",
      "sha256": "b85d486fb2eb7eea407c0a5b34a3759c72605e6bf10ced205aece52a6c1e8bb4"
    }
    

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

    About this skill

    Compute mentions, owned-host citations, competitor counts and collection coverage from recorded answers.

    What you get

    A free, MIT-licensed SKILL.md workflow from GEO Growth Engine, with setup references, limitations and fictional input examples. The ZIP contains instructions and supporting text; the executable CLI is installed separately.

    Use cases

    • Review mentions and citations in recorded answer sets.
    • Compare successful-response rates alongside failed collection coverage.

    Before you start

    Node 24+, local shell/filesystem, separately installed pinned CLI; no sibling skill. Read the bundled references/setup.md before running the example. The required CLI is a pinned source-build candidate, not a published npm package.

    Scope and limits

    No paid sampling, consumer-interface scraping or answer authentication; mentions do not establish recommendations. No paid provider API or connected store account is required.

    Source and support

    Pinned CLI source · Support and issues. Original source and MIT license remain publicly available on GitHub.

    How to use

    Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.

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    Verified clean 2 days ago

    • Free to download with an account

    Requires

    Node.js 24+
    Local terminal and filesystem access
    GEO Growth Engine CLI built separately from pinned source c1ae2d9c626c93d8bbbe7c9dc93f3bc81cfeb031
    Git and npm for source installation
    Node.js
    Git

    Listed2 days ago

    What's inside

    Frequently Asked Questions