AEO AND GEO SKILLS
AEO and GEO skills: get cited by AI answers
Five skills for the surface where the answer is written for the reader: AI Overviews, AI Mode, ChatGPT search, Perplexity and Claude. 5 skills from 4 libraries, 4 of them running with no key, every one read in full and run once.
AEO skills, read and run
Each card names the library it came from and what it needs. The item page carries the safety review, the real run and the SKILL.md.
- ai-seoThe longest AEO skill on the shelf: a three-pillar method (structure, authority, presence), an AI visibility audit, machine-readable files for agents, and monitoring that treats one run as an anecdote.
- seo-geoA scored GEO analysis of one URL: citability, structure, multimodal content, authority, and technical access, with the most accurate AI-crawler table we found on any shelf.
- seo-aeo-geoA five-layer AEO and GEO framework, extractable structure, citation worthiness, schema depth, AI-readable access, real-world entity signals, with a rule that a stated gap beats an estimated number.
- fire-your-seo-agencyFive lanes, SEO, AEO, GEO, LLMO and Naver, diagnosed with curl and fixed in your codebase, by a skill whose instructions are written in Korean.
- seo-content-briefCompetitive content briefs with per-section word counts, scored competitors, keyword placement rules, and a non-negotiable information-gain paragraph, in a new-page mode and an improve-existing-page mode.
Together
What these skills do together
Understand the surface: ai-seo
The longest method on the shelf: Google’s stance, the other engines, three pillars, and monitoring with sample sizes.
Audit one page: seo-geo
A scored read of a URL and its robots.txt, with the crawler table that separates training bots from citation bots.
Plan the layers: seo-aeo-geo
Structure, citation worthiness, schema, access, entity: the order of operations for a site.
Diagnose and implement: fire-your-seo-agency
Eight curl checks and a scorecard, then edits in the codebase if you let it.
Brief the next page: seo-content-brief
Answer-first outlines with the competitor gaps named.
Limits
What a skill cannot replace
No skill on this shelf can measure whether an AI engine cites you. Two of them say so in their own text; the others assume you will check by hand. The measurement is a sampled, repeated query programme across engines, and the guides linked below show how we run one.
AEO agency
The service page for this channel: what we run, how it is measured, and what it costs.
AEO agencyMethod
From our guides
The method behind the skills, with the measurements.
- AI SEO names two opposite jobsAI SEO means either using AI to do your SEO work, or getting your pages named inside AI answers. Those are different purchases with different mechanisms. Here is how to tell which one you have, what each costs, and what the platforms publish about the second.
- Generative Engine Optimization: What Survived TestingGEO comes from a 2024 paper with a measured claim. A benchmark tested those methods across six domains and found three of fifty-four combinations significantly positive. This is what the evidence supports, what it does not, and what it costs to measure.
- AI visibility auditThe word means something different everywhere you look. One audit is entirely measurement, another is mostly diagnosis, and none says how many prompts it ran.
- How to measure AI visibilityFive published procedures, and they disagree about how many times to ask. The disagreement resolves once you notice they are measuring two different things: one prompt, or a portfolio.
- llms.txt: does anyone read it?Adoption estimates for llms.txt run from 951 domains to 28 percent. The measurements are not in conflict: each counts a different universe. What almost nobody puts next to them is the traffic number.
- How Google AI Overviews workFour questions come up most often, and three are answered word for word in Google’s own documentation, including whether you can turn them off. There is no overview-only switch.
Questions
Questions people ask before installing
Is AEO different from SEO?
Google says no: its generative features are rooted in core Search. ChatGPT, Perplexity and Claude select sources differently and reward extractable structure. Two skills here make that distinction explicit; the ones that do not are older.
Do I need llms.txt?
Three of these skills recommend it and one collects the evidence that no major engine has confirmed reading it. Add it if it costs ten minutes; expect nothing from it.
Which crawler table should I trust?
seo-geo’s. It separates GPTBot from OAI-SearchBot and ClaudeBot from Claude-SearchBot and cites the vendor pages. ai-seo’s list conflates them.