seo-aeo-geo SKILL.md skillA

seo-aeo-geo from rampstackco/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add rampstackco/claude-skills/seo-aeo-geo@git:20260810.e5bc675

Pins git:20260810.e5bc675 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
rampstackco/claude-skills
Path
skills/seo-aeo-geo/SKILL.md
Versions recorded
4
Latest version
git:20260810.e5bc675, committed Aug 10, 2026
First version recorded
Apr 28, 2026
Size
9,146 bytes
Repository stars
1,037
License
MIT

Optimize content and site structure for AI-driven search experiences including AI overviews, large language model citations, generative answer engines, and AI assistants. Use this skill whenever the user wants to optimize for AI search, get cited by language models, appear in AI overviews, build llms.txt, structure content for AI extraction, or future-proof their SEO for the shift from blue links to AI answers. Triggers on AEO, GEO, AI search, AI SEO, AI overview, generative search, LLM…

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

# AEO and GEO

Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO). Make content discoverable, extractable, and citable by AI search experiences.

This skill encodes principles. AI search products evolve fast. The principles age slower than the products.

---

## When to use

- Optimizing content for AI overviews and generative answer engines
- Building or updating llms.txt
- Structuring content so AI assistants can extract and cite it correctly
- Future-proofing a site as search shifts from blue links to AI answers
- Auditing whether existing content is AI-friendly
- Adding signals that help AI assistants identify the site as a trustworthy source

## When NOT to use

- Traditional on-page or technical SEO (use `seo-onpage` or `seo-technical`)
- Keyword research (use `seo-keyword`)
- Off-page authority and link building (use `seo-offpage`)

This skill stacks on top of those. Strong AEO/GEO requires strong fundamental SEO underneath.

---

## Required inputs

- The site or page to optimize
- The topic area or query types AI should cite the site for
- Access to inspect rendered HTML and structured data

---

## The framework: 5 layers
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add rampstackco/claude-skills/seo-aeo-geo@sha256:813fb96dafaba986

The line at the top of this page pins the label git:20260810.e5bc675, 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 badge

[![mdr](https://markdownregistry.com/badge/art_x64xhev62f4nkxkm.svg)](https://markdownregistry.com/a/art_x64xhev62f4nkxkm)

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

Versions

The registry has recorded 4 versions of this file, between Apr 28, 2026 and Aug 10, 2026, about one every 34 days.

versioncommittedcommitsizeaudit
git:20260810.e5bc675 latest2026-08-10 e5bc675 9,146 BA view · diff
git:20260507.ac2b0782026-05-07 ac2b078 8,574 BA view · diff
git:20260505.c80b8962026-05-05 c80b896 8,464 BA view · diff
git:20260428.f066ffe2026-04-28 f066ffe 8,341 BA 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 (9146 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

rampstackco/claude-skills · 1,037 stars · license MIT · pushed 2026-10-27 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_x64xhev62f4nkxkm
GET https://markdownregistry.com/api/v1/resolve?ref=rampstackco/claude-skills/seo-aeo-geo
GET https://markdownregistry.com/api/v1/blob/813fb96dafaba986eaf1d564b6c0194e58f7161181f802406165d0f7d68c8d56

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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