geo-query-finder SKILL.md skillA
geo-query-finder from openclaudia/openclaudia-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add openclaudia/openclaudia-skills/geo-query-finder@git:20260611.52857dfPins git:20260611.52857df in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- openclaudia/openclaudia-skills
- Path
skills/geo-query-finder/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260611.52857df, committed Jun 11, 2026
- First version recorded
- Mar 26, 2026
- Size
- 6,555 bytes
- Repository stars
- 732
- License
- MIT
Find which ChatGPT search queries mention a given brand. Tests long-tail queries against ChatGPT's web-search-enabled model and reports which ones surface the brand. Use when the user asks to "find queries for [brand]", "check GEO visibility", "which queries mention [brand]", "geo query finder", "find AI mentions", or "test ChatGPT queries for [brand]".
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
# GEO Query Finder Find which ChatGPT search queries mention a given brand. Tests long-tail queries against ChatGPT's web-search-enabled model and reports which ones surface the brand. ## Trigger Use when the user asks to "find queries for [brand]", "check GEO visibility", "which queries mention [brand]", "geo query finder", "find AI mentions", or "test ChatGPT queries for [brand]". ## Usage ``` /geo-query-finder <brand_name> [--industry <industry>] [--features <feature1,feature2,...>] [--queries <custom_query1;custom_query2;...>] ``` **Examples:** - `/geo-query-finder "Acme Corp"` — auto-researches the brand and generates queries - `/geo-query-finder "Acme Corp" --industry "smart TV OS" --features "white-label,voice-control,OEM licensing"` - `/geo-query-finder "Acme Corp" --queries "best regulatory AI;eCTD validation tool;pharma compliance software"` ## How It Works ### Step 0: Pull pre-indexed LLM mentions (DataForSEO) — do this FIRST Before generating speculative queries, check if DataForSEO already has indexed mentions for the brand's domain. If it does, you get ground-truth queries with search volume in one call instead of burning OpenAI dollars guessing. …
Read the whole file at its exact version.
How to install
mdr add openclaudia/openclaudia-skills/geo-query-finder@sha256:ecf746382569c50bThe line at the top of this page pins the label git:20260611.52857df, 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_eoet65q5exujwufz)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 26, 2026 and Jun 11, 2026, about one every 38 days. Its first recorded version is graded C and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260611.52857df latest | 2026-06-11 | 52857df | 6,555 B | A | view · diff |
| git:20260424.95eee4f | 2026-04-24 | 95eee4f | 6,142 B | C | view · diff |
| git:20260326.6a04830 | 2026-03-26 | 6a04830 | 4,070 B | C | 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 (6555 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
openclaudia/openclaudia-skills · 732 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_eoet65q5exujwufz GET https://markdownregistry.com/api/v1/resolve?ref=openclaudia/openclaudia-skills/geo-query-finder GET https://markdownregistry.com/api/v1/blob/ecf746382569c50b950999ba97032763bbee06a8293e284c51c7300cdcf97352
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.