cmo-ai-visibility SKILL.md skillA
cmo-ai-visibility 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@v0.16.1Pins v0.16.1 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/skills/cmo-ai-visibility/SKILL.md- Versions recorded
- 5
- Latest version
- v0.16.1, committed Oct 31, 2026
- First version recorded
- Oct 22, 2026
- Size
- 9,308 bytes
- Repository stars
- 4
- License
- MIT
Monitor how the website shows up in AI answers: score, watched prompts, cited pages, live checks and keywords to watch. Use when the user says things like "do AI answers mention us?"; "what's my AI visibility score?"; "are we cited by Google's AI?"; "check this question in AI Mode now"; "which keywords should we watch in AI answers?"; "turn on AI visibility monitoring". Needs the CMO.so MCP server.
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 monitor More buyers now ask AI assistants instead of scrolling search results. CMO.so watches a set of prompts in Google's AI answers and records whether the site is mentioned, at what position, and which of its pages are cited. This skill reads that monitoring, runs live checks for specific questions, keeps the watch list relevant, and turns gaps into two or three concrete content moves. ## When to use - "AI visibility", "do AI answers mention us", "GEO", "are we cited", "why does AI recommend X". - Setting up or changing what is monitored. - Checking one important buyer question right now. - Not for: a deep audit of cited sources, AI crawler access and a written report (`cmo-ai-visibility-audit`); writing answer-style content (`cmo-aeo-content`); Google Search clicks and rankings (`cmo-seo-opportunities`). ## Before you start - Know the `workspace`. - `ai_visibility_get`: average score, each watched prompt with score, position and cited pages, the 30-day trend. If no check has completed yet, say so: a missing check is not a score of zero. …
Read the whole file at its exact version.
How to install
mdr add ai-marketing-os-ltd/cmo-so-skills/cmo-ai-visibility@sha256:b56d537da2decd01The line at the top of this page pins the label v0.16.1, 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_3yuvmgizbiwrs3nb)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Oct 22, 2026 and Oct 31, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.16.1 latest | 2026-10-31 | 9ec3c31 | 9,308 B | A | view · diff |
| v0.16.0 | 2026-10-29 | e069cc5 | 9,308 B | A | view · diff |
| v0.15.0 | 2026-10-25 | e59889b | 9,308 B | A | view · diff |
| v0.14.0 | 2026-10-25 | 3938fc5 | 9,308 B | A | view · diff |
| v0.13.0 | 2026-10-22 | af514f0 | 9,308 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 (9308 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_3yuvmgizbiwrs3nb GET https://markdownregistry.com/api/v1/resolve?ref=ai-marketing-os-ltd/cmo-so-skills/cmo-ai-visibility GET https://markdownregistry.com/api/v1/blob/b56d537da2decd01a76d6dd1a6444b7828caa23c32f7de5e3c949954c9030869
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.