geo-brand-mentions SKILL.md skillA
geo-brand-mentions from techhorizonlabs/thl-open is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add techhorizonlabs/thl-open/geo-brand-mentions@git:20261009.70cb71bPins git:20261009.70cb71b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- techhorizonlabs/thl-open
- Path
skills/geo-brand-mentions/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261009.70cb71b, committed Oct 9, 2026
- First version recorded
- Jun 15, 2026
- Size
- 6,492 bytes
- Repository stars
- 17
- License
- MIT
Brand mention and authority scanner for AI visibility. Analyzes brand presence across platforms that AI models rely on for entity recognition and citation decisions. Produces a Brand Authority Score (0-100) with platform-specific recommendations.
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
# Brand Mention Scanner Skill ## Core Insight Brand mentions correlate more strongly with AI visibility than traditional backlinks. An Ahrefs brand study (2025, ~75,000 brands, cited as reported; see [`docs/SOURCES.md`](../../docs/SOURCES.md)) found **unlinked brand mentions** (references to a brand name with no hyperlink) predict whether AI systems cite and recommend a brand better than Domain Rating or backlink count. > **This measures off-page authority signals, not answer-engine outcomes.** Wikipedia/Wikidata are > checked live via their APIs; the other platforms are assessed via search, not by querying the AI > engines. A high Brand Authority Score means the *signals* AI trusts are present. It does not > confirm any engine actually names you. For that live check, run the free scan at > **[areyoufoundbyai.com](https://areyoufoundbyai.com)** (two buyer questions on ChatGPT and Gemini; the paid > measure covers all seven engines). The critical finding: **the platform the mention sits on matters enormously.** A mention on YouTube or Reddit carries far more weight for AI citation than one on a low-authority blog, …
Read the whole file at its exact version.
How to install
mdr add techhorizonlabs/thl-open/geo-brand-mentions@sha256:8f28f04d50822752The line at the top of this page pins the label git:20261009.70cb71b, 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_wmra6fnvu2k63ace)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jun 15, 2026 and Oct 9, 2026, about one every 23 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261009.70cb71b latest | 2026-10-09 | 70cb71b | 6,492 B | A | view · diff |
| git:20260826.71fe0ca | 2026-08-26 | 71fe0ca | 6,557 B | A | view · diff |
| git:20260709.553c4f1 | 2026-07-09 | 553c4f1 | 6,468 B | A | view · diff |
| git:20260615.2f344cc | 2026-06-15 | 2f344cc | 6,000 B | A | view · diff |
| git:20260615.1dc2d80 | 2026-06-15 | 1dc2d80 | 5,665 B | A | view · diff |
| git:20260615.1faef8b | 2026-06-15 | 1faef8b | 23,108 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 (6492 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
techhorizonlabs/thl-open · 17 stars · license MIT · pushed 2026-10-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wmra6fnvu2k63ace GET https://markdownregistry.com/api/v1/resolve?ref=techhorizonlabs/thl-open/geo-brand-mentions GET https://markdownregistry.com/api/v1/blob/8f28f04d50822752c88d4a35d6d9929d801ed4da587da2ae12c0deb2e2f50fe0
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.