aeo-answer-optimizer SKILL.md skillA
aeo-answer-optimizer from prosyo-ai/gtm-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add prosyo-ai/gtm-skill/aeo-answer-optimizer@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- prosyo-ai/gtm-skill
- Path
plugin/skills/aeo-answer-optimizer/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Oct 23, 2026
- Size
- 4,253 bytes
- Repository stars
- 13
- License
- MIT
Use this skill when you want your brand recommended and cited by AI assistants and answer engines (ChatGPT, Claude, Gemini, Perplexity, AI Overviews): "answer engine optimisation", "get cited by ChatGPT", "AEO audit", "why doesn't AI recommend us", "generative engine optimization". Finds the questions buyers ask assistants in your category, checks how answers describe you today, and rewrites pages so they give extractable, factual, well-structured answers with clear entities, comparisons…
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
Use this when buyers ask AI assistants which tool to use and your brand is missing or described wrongly. AI answers favour sources that state facts clearly, answer the question directly and are confirmed by other sources. ## Inputs - The category, product and the facts that define it (who it is for, pricing model, key capabilities, integrations). - The pages that should be cited: home, product, pricing, comparisons, docs. - The questions buyers ask (from sales calls, search and support). ## The play ### 1. Map the questions Group buyer questions by type: "what is", "best tools for", "x vs y", "how to", "how much does", "is x good for <use case>". Prioritise commercial questions where a recommendation is made. ### 2. Audit current answers Ask several assistants the top questions. Record whether you are mentioned, what is said, which sources are cited and what is wrong or outdated. Repeat monthly; answers change. ### 3. Rewrite pages for extraction Read [references/aeo-checklist.md](references/aeo-checklist.md) for the page-level checklist. The core: - Lead each section with a direct, one or two sentence answer, then the detail. …
Read the whole file at its exact version.
How to install
mdr add prosyo-ai/gtm-skill/aeo-answer-optimizer@sha256:69ab2d1c3d95b553The line at the top of this page pins the label v1.0.0, 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_udyfvfhgw7znkaa2)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 23, 2026.
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 (4253 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
prosyo-ai/gtm-skill · 13 stars · license MIT · pushed 2026-10-26 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_udyfvfhgw7znkaa2 GET https://markdownregistry.com/api/v1/resolve?ref=prosyo-ai/gtm-skill/aeo-answer-optimizer GET https://markdownregistry.com/api/v1/blob/69ab2d1c3d95b5536731c57c5ecffcebe0234edba2704c08fc91e8498cdc4f67
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.