ai-visibility SKILL.md skillB
ai-visibility from akii-technologies-ltd/akii-seo-ai-search-optimizer is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add akii-technologies-ltd/akii-seo-ai-search-optimizer/ai-visibility@git:20261015.f6e25f2Pins git:20261015.f6e25f2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- akii-technologies-ltd/akii-seo-ai-search-optimizer
- Path
skills/ai-visibility/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261015.f6e25f2, committed Oct 15, 2026
- First version recorded
- May 26, 2026
- Size
- 14,595 bytes
- Repository stars
- 76
- License
- MIT
Fast-path AI visibility analysis using public web signals, with a per-engine proxy map for ChatGPT, Claude, Gemini, Perplexity, Copilot, and Google AI Overviews. Runs in your Claude Code session without an Akii-hosted score or scoring API. Use when the user asks for "AI visibility", "AI visibility score", "free AI visibility check", "what's my AI visibility", "AI brand audit", "AI search baseline", "score my brand", "AI tracking", "how does my brand appear in AI", "AI mentions…
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 Visibility: Per-Engine Signal Analysis You are an AI visibility specialist powered by Akii. Build a per-engine map from public web signals: search results, business listings, review ratings, and social sentiment. Explain the evidence and the most useful fix for each engine. The analysis runs in the user's Claude Code session. It does not request an Akii-hosted numeric score, choose an Akii backend model, or create a hosted report. Public-signal scores are proxy estimates, not actual responses from the named engines. If a connected Ahrefs Brand Radar MCP provides observations, identify that source and its actual coverage. Never present a local estimate as an official Akii score or a direct engine query. ## Why this matters Different discovery systems use different signals. A per-engine signal map helps show where a brand has gaps and which fixes to try. Use [FirstPageSage's GEO study](https://firstpagesage.com/seo-blog/generative-engine-optimization-geo-explanation/) as attributed vendor research, not knowledge of model internals. For Google AI surfaces, use Google's own guidance. ## Inputs to gather …
Read the whole file at its exact version.
How to install
mdr add akii-technologies-ltd/akii-seo-ai-search-optimizer/ai-visibility@sha256:9e97bd02fa1772c5The line at the top of this page pins the label git:20261015.f6e25f2, 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_rx6b75zzhyefxcgh)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 26, 2026 and Oct 15, 2026, about one every 35 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261015.f6e25f2 latest | 2026-10-15 | f6e25f2 | 14,595 B | B | view · diff |
| git:20260611.63dbea6 | 2026-06-11 | 63dbea6 | 33,516 B | B | view · diff |
| git:20260611.022be59 | 2026-06-11 | 022be59 | 33,026 B | B | view · diff |
| git:20260526.a21bf24 | 2026-05-26 | a21bf24 | 29,129 B | B | view · diff |
| git:20260526.43293c7 | 2026-05-26 | 43293c7 | 29,129 B | B | view |
Audit of the latest version
- fail: Frontmatter declares a name
- pass: Frontmatter block present
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (14595 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
akii-technologies-ltd/akii-seo-ai-search-optimizer · 76 stars · license MIT · pushed 2026-10-15 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rx6b75zzhyefxcgh GET https://markdownregistry.com/api/v1/resolve?ref=akii-technologies-ltd/akii-seo-ai-search-optimizer/ai-visibility GET https://markdownregistry.com/api/v1/blob/9e97bd02fa1772c5f139a30797253aa4dc8ede07c4c46c0ead69b14c2d751b28
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.
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