geo-generative-engine-optimization SKILL.md skillA
geo-generative-engine-optimization from deciqai/knowledge-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add deciqai/knowledge-skills/geo-generative-engine-optimization@git:20261025.cb4e537Pins git:20261025.cb4e537 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- deciqai/knowledge-skills
- Path
geo-generative-engine-optimization/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261025.cb4e537, committed Oct 25, 2026
- Size
- 9,534 bytes
- Repository stars
- 13
- License
- MIT
"Activate when: user says 'get ChatGPT / Perplexity to recommend us', 'AI answers never mention our brand', 'GEO', 'generative engine optimization', 'AI search visibility', asks 'how do AI assistants describe our product?', or wants to raise how often a brand is mentioned and cited in generative-AI answers.
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
# Generative Engine Optimization (GEO) ## Overview Buyers increasingly ask an AI assistant "what should I use for X?" instead of scanning ten blue links. The assistant can only recommend brands it can **recognize, verify, and cite**. A brand that is ambiguous, unsourced, or absent from the third-party pages the engine retrieves is either left out of the candidate set or described wrongly — stale prices, the wrong category, a competitor named in its place. Core mechanism: **a clear entity + citable facts + independent corroboration → the engine is more likely to mention and cite you when it retrieves and generates.** The term and the first visibility metrics come from Aggarwal et al. (KDD 2024), who found that adding citations, quotations, and statistics to source content raised visibility in generative answers by up to 40%, while classic keyword stuffing did not help. …
Read the whole file at its exact version.
How to install
mdr add deciqai/knowledge-skills/geo-generative-engine-optimization@sha256:de979e6d6056fd29The line at the top of this page pins the label git:20261025.cb4e537, 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_nfhbwnurestwnxih)
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Versions
The registry has recorded 1 version of this file, committed on Oct 25, 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 (9534 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
deciqai/knowledge-skills · 13 stars · license MIT · pushed 2026-10-25 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nfhbwnurestwnxih GET https://markdownregistry.com/api/v1/resolve?ref=deciqai/knowledge-skills/geo-generative-engine-optimization GET https://markdownregistry.com/api/v1/blob/de979e6d6056fd29b8e01255b38c9258ef0e2a01c56a95e58d4b6830a1951dc1
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.