AI Search Visibility — Claude AI Skill for GEO, AEO & AI Citability Audits
Score any page’s AI Citability out of 100, then fix what is actually costing you citations in ChatGPT, Perplexity, AI Overviews, and Claude — paste-ready rewrites and schema included, not just a diagnosis.
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Description
The fix
A 100-point AI Citability Score — and the exact fixes to raise it
Give Claude a real audit engine, not a checklist. Every page gets scored live across six pillars — using the actual page fetch, the actual robots.txt, the actual search results — then gets paste-ready rewrites, schema, and a prioritized roadmap to close the gap.
What you get
Everything inside the download
SKILL.md — Main file
The full AI Search Visibility Engine with all 6 modes, the 100-point rubric, and every guardrail built in.
How AI Search Works
The 2026 retrieval mechanics behind every major AI platform — required reading before any audit.
Full Scoring Rubric
Every line item across all 6 pillars, with exact scoring anchors — no ambiguity in what earns points.
Schema Library
Copy-paste JSON-LD for every schema type relevant to AI retrieval, pre-validated against schema.org.
Visibility Testing Protocol
The exact prompt-set design and live-testing method to measure who is actually cited today.
Evidence Base
Source-cited 2026 studies behind every recommendation — nothing asserted without backing.
The 6 modes
Every AI visibility job, covered
4
Off-Page Authority
Entity authority audit plus a named prospect list with outreach angles for mentions, listicles, and digital PR that build corroboration.
5
Content Creation
The writing patterns that actually get quoted — formats, structures, and answer-first openings mapped to real fan-out questions.
6
Fix-Batch
Run the full Page Audit across 20+ URLs in one session — same rubric, same rewrites, at scale for a whole content library.
Made for
Who gets the most out of this skill
SEO Agencies & Consultants
Add AI visibility audits to every retainer without building the rubric yourself. Score, fix, and report in one session.
SaaS & Content-Led Brands
Know exactly why competitors get quoted in ChatGPT and you do not — then close the gap with prioritized fixes.
In-House Marketing Teams
Turn “why aren’t we in AI Overviews” from a mystery into a scored, fixable roadmap leadership can track.
Technical Writers & Editors
Get exact BEFORE / AFTER rewrites for every page — no guessing what “more citable” actually means.
100
point Citability Score
6
pillars measured
15
AI crawlers checked
$19
all skills included
Getting started
Up and running in 3 steps
1
Download
The SKILL.md file downloads instantly — included in your subscription.
2
Install in Claude
Drop the .md file into your Claude skills folder (instructions inside). Works with Claude.ai Pro, Claude Code, and the API.
3
Audit your first page
Say “Audit my homepage for AI visibility.” Claude fetches the live page, scores it, and hands back prioritized fixes.
See it in action
Real output from Mode A — Page Audit
Prompt: “Audit my homepage for AI visibility”
AI Search Visibility — Page Audit URL: yoursite.com | Entity: Your Brand AI CITABILITY SCORE: 58/100 — PARTIALLY RETRIEVABLE ──────────────────────────────────────── Retrievability 12/15 Chunk Extractability 11/25 ← biggest gap Evidence Density 9/20 Entity & Trust 10/15 Fan-Out Coverage 9/15 Off-Page Corroboration 7/10 TOP 3 FIXES (by impact ÷ effort): 1. No answer-first opening — add a 40-60 word direct answer block 2. Missing Person + Organization schema — JSON-LD drafted below 3. robots.txt blocks GPTBot — one-line fix, highest leverage → Full rewrites and schema saved to 02-rewrites.md and 03-schema.json
Technical specs
| File format | .md (Markdown) — opens in any text editor |
|---|---|
| Compatible with | Claude.ai Pro/Team, Claude Code, Claude API (all models) |
| Optimised for | Claude Sonnet 4 and above — works on all recent Claude models |
| Third-party tools required? | No — live web fetch is built in. Claude in Chrome, SEMrush, and GSC/GA4 are optional add-ons |
| Delivery | Instant download — included in subscription |
| License | Commercial use included — use across unlimited client work |
| Updates | Lifetime updates included with subscription |
| Purchase policy | Covered — details in our FAQ below |
FAQ
Common questions
How is this different from a normal SEO audit?
A normal SEO audit optimizes for Google rankings. This scores whether a passage can be lifted out of your page, quoted, and cited by ChatGPT, Perplexity, Gemini, and AI Overviews — a different retrieval mechanism with its own rubric, tested live rather than assumed.
Do you promise I will get cited by ChatGPT?
No, and be wary of anyone who does. AI retrieval is non-deterministic and varies by user, session, geography, and model version. This skill improves the probability of citation and gives you a measured baseline — it never promises a specific outcome.
What if I do not have Claude in Chrome or SEMrush?
Not required. The default mode uses live web fetch and search only. Claude in Chrome, SEMrush, and GSC/GA4 exports are optional upgrades that add deeper data, not prerequisites.
Can I run this on a whole site, not just one page?
Yes — Mode B (Site Audit) covers domain-level strategy with a 30/60/90-day roadmap, and Mode F (Fix-Batch) runs the full page rubric across 20+ URLs in one session.
Is this a subscription?
Included in your subscription. You get the SKILL.md and all reference files, with lifetime updates. No extra fees, no renewal, no expiry.
What is your purchase policy?
We stand behind every product and want you to feel confident buying. Our purchase policy covers delivery, licensing, and how we handle concerns. Learn more →
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