ai-search-visibility-audit SKILL.md skillA
ai-search-visibility-audit from davepoon/buildwithclaude is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add davepoon/buildwithclaude/ai-search-visibility-audit@git:20260827.2e64d5dPins git:20260827.2e64d5d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- davepoon/buildwithclaude
- Path
plugins/all-skills/skills/ai-search-visibility-audit/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260827.2e64d5d, committed Aug 27, 2026
- Size
- 9,760 bytes
- Repository stars
- 3,724
- License
- MIT
Audit whether a website can be found, crawled, and cited by AI answer engines such as ChatGPT Search, Perplexity, Google AI Overviews, and Microsoft Copilot. Use when someone asks why their brand is missing from AI answers, whether AI crawlers can read their site, how to get cited by ChatGPT or Perplexity, or asks for a GEO or AEO (generative / answer engine optimization) review. Produces a citation baseline across buyer-intent prompts, a crawler-access check, a citability review of named…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# AI search visibility audit Classic SEO asks "do we rank for this keyword". AI answer engines do not rank. They retrieve a handful of sources and synthesize one answer. A site can sit at the top of page one and never be quoted. This skill audits the second thing. Run the four phases in order. Do not skip Phase 1: without a citation baseline everything after it is speculation. ## Scope and limits - Read only publicly accessible URLs and `robots.txt`. - Respect the target site's `robots.txt` and terms of service. Do not attempt to bypass authentication, paywalls, rate limits, or access controls. - If a page requires a login, stop and say the audit covers public pages only. - Audit sites the user is responsible for, or public competitors for comparison. Do not use this to probe a site the user has no relationship with. ## Before you start Collect from the user, asking only for what is missing: - The domain to audit. - The category the brand wants to be recommended in, in the user's own words (for example "expense management software for startups"). - Two or three named competitors. If the user does not know, derive them in Phase 1 and confirm before continuing. …
Read the whole file at its exact version.
How to install
mdr add davepoon/buildwithclaude/ai-search-visibility-audit@sha256:b6221d2897998b48The line at the top of this page pins the label git:20260827.2e64d5d, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_jye2d6fxefugu3k7)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 27, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9760 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
davepoon/buildwithclaude · 3,724 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jye2d6fxefugu3k7 GET https://markdownregistry.com/api/v1/resolve?ref=davepoon/buildwithclaude/ai-search-visibility-audit GET https://markdownregistry.com/api/v1/blob/b6221d2897998b484ea6345e20d5677d5be48a8c4f12bb8966f03e9c6631324b
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.