cmo-ai-visibility-audit SKILL.md skillA
cmo-ai-visibility-audit from ai-marketing-os-ltd/cmo-so-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ai-marketing-os-ltd/cmo-so-skills/cmo-ai-visibility-audit@v0.11.7Pins v0.11.7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ai-marketing-os-ltd/cmo-so-skills
- Path
plugins/cmo-so-ai-search/skills/cmo-ai-visibility-audit/SKILL.md- Versions recorded
- 5
- Latest version
- v0.11.7, committed Oct 19, 2026
- First version recorded
- Oct 17, 2026
- Size
- 17,015 bytes
- Repository stars
- 4
- License
- MIT
A one-off report on how the brand shows up in AI answers for its market and the few changes most likely to get it cited. Use when the user says things like "Run an AI visibility audit / GEO audit / AEO audit"; "Give me a baseline of how AI search treats our brand"; "Audit why ChatGPT and Perplexity leave us off their shortlists"; "What should we fix first to get into AI answers?"; "Before we spend on GEO, tell me where we stand"; "Quarterly check-up on our AI search presence". Works with the…
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 visibility audit A one-off diagnosis of whether AI assistants (Google AI Mode, ChatGPT, Perplexity and similar) name or cite the brand when buyers ask about its market, and why or why not. Maggie collects evidence from real answers, follows the sources those answers rely on, checks the brand's own pages, and returns one to three changes most likely to earn a mention or citation. Research broadly, recommend narrowly. ## When to use - First baseline before any GEO / AEO work, or a quarterly re-check. - "Why do AI answers recommend X instead of us?" - After a rebrand, a pricing change or new positioning, to see what AI now says. - Before asking leadership to invest in AI visibility. Not for: day-to-day score reading or live checks (`cmo-ai-visibility`), building a large prompt set (`cmo-ai-prompt-research`), working through third-party sources (`cmo-ai-citation-gaps`), rewriting a page (`cmo-aeo-content`), tracking claims over time (`cmo-ai-brand-monitoring`), robots.txt syntax and CDN rules (`cmo-technical-seo`) or whether AI agents can use the site's forms (`cmo-agent-readiness`). ## Before you start …
Read the whole file at its exact version.
How to install
mdr add ai-marketing-os-ltd/cmo-so-skills/cmo-ai-visibility-audit@sha256:d7d539ae89410bdcThe line at the top of this page pins the label v0.11.7, 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_ixi3w3segxdk762i)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Oct 17, 2026 and Oct 19, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.11.7 latest | 2026-10-19 | f73e99e | 17,015 B | A | view · diff |
| v0.11.6 | 2026-10-19 | 4d1b95e | 17,015 B | A | view · diff |
| v0.11.5 | 2026-10-17 | 85699a9 | 17,015 B | A | view · diff |
| v0.11.4 | 2026-10-17 | f2d0d16 | 17,015 B | A | view · diff |
| v0.11.3 | 2026-10-17 | 61c2299 | 17,015 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 (17015 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
ai-marketing-os-ltd/cmo-so-skills · 4 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ixi3w3segxdk762i GET https://markdownregistry.com/api/v1/resolve?ref=ai-marketing-os-ltd/cmo-so-skills/cmo-ai-visibility-audit GET https://markdownregistry.com/api/v1/blob/d7d539ae89410bdc3b8056e1480a795f38c17b5aadb0b8c1a49db5b48cd3c64c
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.