ai-visibility-audit SKILL.md skillA
ai-visibility-audit from irinabuht12-oss/marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add irinabuht12-oss/marketing-skills/ai-visibility-audit@git:20261027.b3bdcd6Pins git:20261027.b3bdcd6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- irinabuht12-oss/marketing-skills
- Path
skills/ai-visibility-audit/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261027.b3bdcd6, committed Oct 27, 2026
- First version recorded
- Sep 8, 2026
- Size
- 2,510 bytes
- Repository stars
- 6,704
- License
- none declared
Audit how visible your brand is inside AI answers (ChatGPT, Claude, Gemini, Perplexity, AI Overviews). Claude builds a prompt panel for your category, scores where you show up vs competitors, and turns the gaps into a prioritized fix list. Platform: AI visibility.
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
# 1/ AI Visibility Audit ## What it does Measures whether AI assistants recommend your brand when buyers ask category questions. Claude designs the question set your buyers actually ask, you run it across the major assistants, and Claude scores the results — mention rate, position, sentiment, and which sources the answers cite. ## How it works Give Claude your brand, category, top 3 competitors, and target buyer. It generates a 30–50 prompt panel (category queries, comparison queries, "best X for Y" queries, problem queries). You paste in the AI answers you get back, and Claude builds a visibility scorecard plus a gap analysis: where competitors are cited and you're not, and which cited sources you could realistically get into. ## Practical example A B2B ads tool runs the panel and finds it's mentioned in 4 of 40 answers while a competitor appears in 26. Claude traces the competitor's mentions to three sources — a G2 category page, one comparison blog post ranking on page 1, and a Reddit thread — and outputs a plan targeting exactly those citation sources. ## What you get back - A reusable prompt panel for your category …
Read the whole file at its exact version.
How to install
mdr add irinabuht12-oss/marketing-skills/ai-visibility-audit@sha256:97e35f59f841351bThe line at the top of this page pins the label git:20261027.b3bdcd6, 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_rfu3mkjdzmexnjm5)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 8, 2026 and Oct 27, 2026, about one every 48 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261027.b3bdcd6 latest | 2026-10-27 | b3bdcd6 | 2,510 B | A | view · diff |
| git:20260908.cc021ba | 2026-09-08 | cc021ba | 2,463 B | A | view |
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 (2510 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
irinabuht12-oss/marketing-skills · 6,704 stars · license none declared · pushed 2026-10-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rfu3mkjdzmexnjm5 GET https://markdownregistry.com/api/v1/resolve?ref=irinabuht12-oss/marketing-skills/ai-visibility-audit GET https://markdownregistry.com/api/v1/blob/97e35f59f841351b1ded0a3af8c3727a0c3c7ab1a652301cd27fb4d67046b533
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.