cmo-ai-citation-gaps SKILL.md skillA
cmo-ai-citation-gaps 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-citation-gaps@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-citation-gaps/SKILL.md- Versions recorded
- 5
- Latest version
- v0.11.7, committed Oct 19, 2026
- First version recorded
- Oct 17, 2026
- Size
- 8,913 bytes
- Repository stars
- 4
- License
- MIT
Find the pages AI assistants cite in the category and which of those sources the brand can get into or out-do. Use when the user says things like "Which sites does AI cite for our category?"; "Where do competitors get their AI mentions from?"; "Which review sites or articles should we get onto?"; "Find citation gaps in AI answers"; "What should PR target for AI visibility?"; "Can we outrank the page AI keeps citing?". Works with the CMO.so MCP server (cmo-so plugin).
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 citation gap finder AI answers lean on a fairly small set of sources: review platforms, comparison and "best of" articles, forum threads, documentation, encyclopaedic pages and video. Maggie maps which of those sources AI cites when buyers ask about the category, which ones name competitors but not the brand, and how realistic it is to get in, get updated or publish something better. The result is a short, ranked target list with a tactic per source. ## When to use - After an AI visibility audit shows competitors cited where the brand is not. - Planning next quarter's PR, review and content priorities for AI search. - Deciding between review platforms, outreach and owned content. - "Where do competitors' AI mentions come from?" Not for: building the prompt set (`cmo-ai-prompt-research`), a full first diagnosis (`cmo-ai-visibility-audit`), rewriting an owned page (`cmo-aeo-content`) or running the outreach itself (`cmo-link-building`). ## Before you start - Collect brand, site, category, competitors and market. …
Read the whole file at its exact version.
How to install
mdr add ai-marketing-os-ltd/cmo-so-skills/cmo-ai-citation-gaps@sha256:4ceb46ebc63b2f76The 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_is2sywc5qdq4t6h2)
4 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 | 8,913 B | A | view · diff |
| v0.11.6 | 2026-10-19 | 4d1b95e | 8,913 B | A | view · diff |
| v0.11.5 | 2026-10-17 | 85699a9 | 8,913 B | A | view · diff |
| v0.11.4 | 2026-10-17 | f2d0d16 | 8,913 B | A | view · diff |
| v0.11.3 | 2026-10-17 | 61c2299 | 8,913 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 (8913 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_is2sywc5qdq4t6h2 GET https://markdownregistry.com/api/v1/resolve?ref=ai-marketing-os-ltd/cmo-so-skills/cmo-ai-citation-gaps GET https://markdownregistry.com/api/v1/blob/4ceb46ebc63b2f76bfa6135615602deb4b73a2ec174d5306da6b1ea7e7f57bf4
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.