ai-search-visibility SKILL.md skillA
ai-search-visibility from ekos-labs/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ekos-labs/skills/ai-search-visibility@v0.1.0Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ekos-labs/skills
- Path
skills/ai-search-visibility/SKILL.md- Versions recorded
- 2
- Latest version
- v0.1.0, committed Oct 15, 2026
- First version recorded
- Oct 15, 2026
- Size
- 2,996 bytes
- Repository stars
- 6
- License
- MIT
Ask the AI assistants buyers use (ChatGPT, Gemini, Perplexity and others) the questions they would ask, record whether the brand appears and what is said, and list the pages and facts to add so the brand gets cited. Use for generative engine optimisation (GEO) and AI search audits.
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 Search Visibility
See how AI assistants describe the brand and its category, and what to change so they cite it correctly.
Execution mode: works with no keys by testing through the agent's own web search and asking the user to paste answers from the assistants they use. With `OPENAI_API_KEY`, `PERPLEXITY_API_KEY` or `GEMINI_API_KEY`, it queries those models directly (with web search enabled where the API supports it). Read keys from environment variables. Never ask the user to paste a key into chat, and never write a key into a file.
Example request: "How do ChatGPT and Perplexity answer 'best invoice parsing API for European companies'? Are we mentioned?"
## Inputs
- Brand, domain and competitors. Read `product-context.md` if present.
- 10 to 25 questions buyers ask, across: category ("best X for Y"), problem ("how do I..."), comparison ("X vs Y"), and brand ("is <brand> good", "<brand> pricing"). Propose them and confirm.
## Method
1. Run each question on each available assistant, twice, a few minutes apart (answers vary). Save the raw answers with date and model.
…Read the whole file at its exact version.
How to install
mdr add ekos-labs/skills/ai-search-visibility@sha256:a7d55e1b82fd91deThe line at the top of this page pins the label v0.1.0, 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_krasserkchchjr6u)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Oct 15, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.1.0 latest | 2026-10-15 | a4755e4 | 2,996 B | A | view · diff |
| v0.1.0 | 2026-10-15 | f8e228e | 2,460 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 (2996 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
ekos-labs/skills · 6 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_krasserkchchjr6u GET https://markdownregistry.com/api/v1/resolve?ref=ekos-labs/skills/ai-search-visibility GET https://markdownregistry.com/api/v1/blob/a7d55e1b82fd91de01fe776b2b60e8f76c0c3bb686b937ec45c246c387311480
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.