
Fix Your AI Search Invisibility With 11 Skills, 5 Agents & 6 Schema Templates
What it does
11 Claude Code skills + 5 AI agents + 6 Schema templates that diagnose exactly why ChatGPT, Perplexity, and Google AI Overviews ignore your content — then hand you a prioritized fix list. Run /geo-audit https://yoursite.com and know your GEO score in 5 minutes. $49 one-time.
The problem
When someone asks ChatGPT “what's the best calorie tracking app?” or Perplexity “best BMI calculator for athletes?” — certain sites get cited repeatedly. Yours doesn't appear at all.
It's not because your content is wrong. It's because AI systems can't parse it, can't verify your authority, or are being actively blocked by your own robots.txt configuration.
AI-generated answers now intercept 30–40% of search queries before users ever click a link. If you have no AI citation strategy, that traffic is permanently gone.
Your organic traffic is falling despite page-one rankings staying stable
Competitors with weaker content are being quoted by ChatGPT and you don't know why
You've never checked whether GPTBot or PerplexityBot can actually crawl your pages
Your Schema markup is incomplete, conflicting, or years out of date
You have no llms.txt, no AI citation anchors, and no GEO score to benchmark against
How it works
$ /geo-audit https://yoursite.com
▸ Checking AI crawler access rules...
▸ Scoring content citability signals...
▸ Auditing Schema markup and entities...
▸ Measuring brand mention authority...
▸ Running platform-specific checks...
────────────────────────────────
GEO Score: 71/100 · Good — 4 critical gaps found
Citability: 68 · Schema: 82
Crawlability: 54 · Brand: 70
Content: 78 · Platform: 74
⚠ GPTBot blocked in robots.txt — ChatGPT cannot index your pages
⚠ llms.txt not found — run /geo-llmstxt to generate one
⚠ Zero Quick Answer Boxes detected — no AI citation anchors present
⚠ FAQPage schema missing on 12 pages — high citation-loss impact
Run /geo-report-pdf to export a client-ready deliverable
GEO Score
0–100 composite across 6 AI citation dimensions
Crawler Status
GPTBot, PerplexityBot, ClaudeBot — blocked or allowed?
Citability Score
Can AI actually find, parse, and quote your content?
Schema Gaps
Every missing markup type, with ready-to-deploy templates
Platform Scores
Per-engine breakdown: ChatGPT, Perplexity, Google AI, Gemini, Bing
Prioritized Fix Plan
Action list ordered by GEO score impact, not guesswork
11 Claude Code skills
Each skill targets a single AI visibility failure. Run them individually for quick spot-checks or chain them into a complete audit workflow with one command.
/geo-audit“I don't know if AI can even see my site”
→ Runs a full GEO audit and returns a 0–100 composite AI visibility score
/geo-citability“AI tools never quote me, even when I rank #1”
→ Identifies exactly why AI skips your content and what structure it needs to cite you
/geo-content“My content is good but AI ignores it”
→ Scores E-E-A-T signals and citation readiness across every key page
/geo-technical“I have no idea what AI bots see when they crawl me”
→ Audits crawlability, robots.txt, and llms.txt configuration for full AI bot access
/geo-schema“My structured data is outdated or broken”
→ Analyzes Schema gaps and generates entity-level JSON-LD fixes on the spot
/geo-brand-mentions“I don't know if AI associates my brand with anything”
→ Tracks web-wide brand mentions and measures AI brand authority signals
/geo-crawlers“Which AI bots am I accidentally blocking?”
→ Configures and verifies access for GPTBot, PerplexityBot, ClaudeBot, and Gemini
/geo-llmstxt“I've heard of llms.txt but don't know if I need one”
→ Generates and optimizes a custom llms.txt file for AI discovery and content scope
/geo-platform-optimizer“ChatGPT and Perplexity seem to work differently”
→ Delivers platform-specific optimization recommendations per AI search engine
/geo-report“I need to share findings with my team”
→ Produces a comprehensive Markdown report with a prioritized action list
/geo-report-pdf“My client wants a professional deliverable”
→ Exports a branded, client-ready PDF audit report you can charge $500+ for
5 AI agents
AI Visibility Agent
Calculates your overall GEO score and maps the six-dimension gap profile that explains AI citation failure
Content Agent
Evaluates content for AI citation potential — authority signals, answer structure, and E-E-A-T compliance
Platform Agent
Breaks down performance per AI platform: ChatGPT, Perplexity, Google AI Overviews, Gemini, and Bing Copilot
Schema Agent
Detects missing or malformed structured data and generates corrected JSON-LD entity markup instantly
Technical Agent
Audits crawl infrastructure: AI bot access rules, llms.txt presence, and robots.txt conflicts blocking indexing
Scoring breakdown
Excellent
AI systems are actively citing your content — protect and extend this lead
Good
A handful of specific gaps are costing you consistent AI citations
Moderate
Significant structural issues are blocking AI from trusting your content
Low
Foundational infrastructure problems are making you invisible to every AI search engine
Audits and optimizes visibility across every major AI search engine:
Production-ready JSON-LD templates — copy, fill in your values, deploy:
Who it's for
Freelance SEO Consultants
You want to upsell AI visibility audits but have no diagnostic tool. Use /geo-report-pdf to deliver a branded PDF audit clients will pay $500–$1,500 for.
Agency Owners
You manage 20+ client sites and none of them have a GEO score. Run bulk audits, identify the quickest wins, and differentiate your agency with a service nobody else offers yet.
Site Owners & Founders
Your Google rankings are holding but organic traffic keeps dropping. AI is intercepting your users before they click. Find out exactly which pages are losing and why.
Content Teams
You publish three articles a week and none of them get cited by AI. Use /geo-citability and /geo-content before publishing — not six months after — to build every piece for AI citation from day one.
Technical SEOs
You need to audit AI crawler access, llms.txt configuration, and structured data completeness for an enterprise site in hours, not days. All three dimensions are covered in a single toolkit.
Early Movers
GEO is the biggest unclaimed SEO opportunity of 2026. Most of your competitors haven't started. The sites building AI citation authority now will dominate AI search results for years.
Research basis
30–115% more AI citations — measured, not estimated
The GEO scoring methodology is grounded in peer-reviewed research from Georgia Tech, Princeton, and IIT Delhi (2024). Sites that implement AI citation optimization protocols see verified, measurable gains in how often AI-generated answers quote their content. Not marketing language — published academic findings.
FAQ
What exactly is a GEO score and how is it calculated?
A GEO score is a composite 0–100 metric measuring how visible and citable your site is to AI search engines. The GEO score is calculated across six dimensions: crawlability, content quality, Schema markup, brand mentions, citability signals, and platform-specific optimization. A score under 40 means AI systems are effectively ignoring your site regardless of your Google rankings.
Do I need Claude Code installed to run these audit skills?
Yes — the 11 skills run inside the Claude Code CLI. You need Claude Code installed from claude.ai/code. Any Claude API-compatible agent runner also works. Initial setup takes about 5 minutes. Once installed, each skill runs with a single slash command and a URL.
What is llms.txt and why does every AI-visible site need one?
llms.txt is an emerging open standard — similar to robots.txt but for large language models — that tells AI systems which content on your site they should read and cite. Without llms.txt, AI platforms make their own access decisions, often misclassifying your best content as off-limits or low-priority.
Can I use the 6 Schema templates without running the full audit?
Yes. All 6 JSON-LD Schema templates are standalone files included in the ZIP download. Copy the template, fill in your site values, and paste it into your HTML head tag or CMS Schema field. No Claude Code required to use the templates — they work independently from the audit skills.
How often should I re-run the GEO audit on my site?
Run the full /geo-audit monthly or after major content updates. Run /geo-technical and /geo-crawlers after any server or robots.txt change. If you are actively building brand authority, run /geo-brand-mentions weekly to track whether AI systems are picking up new brand signals.
Can freelancers and agencies use this for client work?
Yes — client delivery is one of the primary use cases. The /geo-report-pdf skill generates a branded, client-ready PDF you can deliver as a standalone AI visibility audit. Most consultants charge $500–$1,500 per audit. The toolkit is a one-time purchase you can apply across all client engagements.
How is this different from Ahrefs, Semrush, or Screaming Frog?
Ahrefs, Semrush, and Screaming Frog audit for traditional SEO signals — backlinks, rankings, and HTML crawlability. None of them measure AI citation signals, llms.txt access, AI bot configuration, GEO content scoring, or platform-specific AI visibility. This toolkit was built specifically for the gap those tools cannot see.
Is there published research behind the GEO scoring methodology?
Yes. The scoring methodology is grounded in peer-reviewed research from Georgia Tech, Princeton, and IIT Delhi (2024) demonstrating 30–115% visibility gains in AI-generated responses for sites optimized using AI citation protocols. The audit dimensions and scoring weights reflect that published evidence, not internal assumptions.
Stop being invisible — start getting cited
11 skills. 5 agents. 6 Schema templates. One command surfaces every AI visibility gap your site has — and every targeted fix you need to close it.
Get the Toolkit — $49Instant download · Single ZIP · Free lifetime updates