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generative-engine-optimization SKILL.md skillA

generative-engine-optimization from kostja94/marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add kostja94/marketing-skills/generative-engine-optimization@v1.4.0

Pins v1.4.0 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: kostja94/marketing-skills
Path: skills/strategies/commercial/geo/SKILL.md
Versions recorded: 5
Latest version: v1.4.0, committed May 5, 2026
First version recorded: Mar 11, 2026
Size: 11,665 bytes
Repository stars: 1,089
License: MIT

When the user wants to optimize for AI search visibility (ChatGPT, Claude, Perplexity, AI Overviews). Also use when the user mentions "GEO," "AEO," "generative engine optimization," "AI search visibility," "LLM optimization," "GitHub GEO," "Grokipedia," "optimize for ChatGPT," "AI Overviews," "Bing Copilot," "Yandex AI," "Perplexity optimization," "GEO strategy," or "AI search optimization." For third-party publishing strategy (which platforms to use), use parasite-seo. For GitHub repos…

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

# Strategies: GEO (Generative Engine Optimization)

Guides GEO/AEO strategy for AI search visibility. GEO optimizes content for ChatGPT, Claude, Perplexity, and AI search summaries (Google AI Overviews, Bing Copilot, Yandex Search with AI)—getting cited in AI-generated answers rather than ranking in traditional SERPs. See **serp-features** for AI search as SERP features; **featured-snippet** for snippet optimization that overlaps with AI Overviews.

**When invoking**: On **first use**, if helpful, open with 1-2 sentences on what this skill covers and why it matters, then provide the main output. On **subsequent use** or when the user asks to skip, go directly to the main output.

## Scope

- **GEO** = Generative Engine Optimization
- **AEO** = Answer Engine Optimization
- **LLMO** = Large Language Model Optimization
- **AIO** = Artificial Intelligence Optimization

All refer to the same goal: visibility in AI assistant responses.

## GEO vs. SEO

| Dimension | SEO | GEO |
|-----------|-----|-----|
| **Goal** | Rankings in search results | Citations in AI answers |
| **User path** | Click → visit → convert | Answer in-place; may not visit |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add kostja94/marketing-skills/generative-engine-optimization@sha256:2ec798a15761f712

The line at the top of this page pins the label v1.4.0, 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_i7jjfh3ono72htru.svg)](https://markdownregistry.com/a/art_i7jjfh3ono72htru)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Mar 11, 2026 and May 5, 2026, about one every 14 days.

version	committed	commit	size	audit
v1.4.0 latest	2026-05-05	c099845	11,665 B	A	view · diff
v1.3.0	2026-04-06	d6750d3	8,285 B	A	view · diff
v1.3.0	2026-03-27	f1ec9f7	8,191 B	A	view · diff
v1.1.0	2026-03-12	291921e	7,960 B	A	view · diff
v1.1.0	2026-03-11	c7d87bd	7,867 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (11665 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

GitHub

kostja94/marketing-skills · 1,089 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_i7jjfh3ono72htru
GET https://markdownregistry.com/api/v1/resolve?ref=kostja94/marketing-skills/generative-engine-optimization
GET https://markdownregistry.com/api/v1/blob/2ec798a15761f7125ce5b057f385b580b667b945900f1a5b22271433f593cf3f

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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