ryze-ai-adgent/open-seo-mcp-skills · skills/ai-visibility/SKILL.md

ai-visibility skillA

ai-visibility is agent-read markdown (skill) from ryze-ai-adgent/open-seo-mcp-skills: Measure real AI-engine visibility — traffic from ChatGPT, Perplexity, Claude, Gemini and which pages they cite — from actual GA4 referral data, not prompt sampling. Use when asked "AI visibility", "GEO/AEO check", "do LLMs cite us", "traffic from ChatGPT", or "how do we show up in AI search"..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add ryze-ai-adgent/open-seo-mcp-skills/ai-visibility@git:20260908.f49b254
Exact content
mdr add ryze-ai-adgent/open-seo-mcp-skills/ai-visibility@sha256:a4b24e5a741dac9c

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_jcuir233zkkawgiq.svg)](https://markdownregistry.com/a/art_jcuir233zkkawgiq)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260908.f49b254 latest2026-09-08 f49b254 2,461 BA view · diff
git:20260829.f30f04f2026-08-29 f30f04f 2,139 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2461 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

GitHub

ryze-ai-adgent/open-seo-mcp-skills · 661 stars · license MIT · pushed 2026-09-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_jcuir233zkkawgiq
GET https://markdownregistry.com/api/v1/resolve?ref=ryze-ai-adgent/open-seo-mcp-skills/ai-visibility
GET https://markdownregistry.com/api/v1/blob/a4b24e5a741dac9ca74f02f862fcd920acf80d3d19678b91f67000a3d6f453c4