AI Search Visibility Toolkit
Get Your Site Cited by ChatGPT, Perplexity & Google AI Overviews
What it is
11 Claude Code skills + 5 AI agents + 6 Schema templates that audit any website for AI search readiness and produce a prioritized fix plan. Run /geo-audit https://yoursite.com and know your GEO score in 5 minutes. $49 one-time.
- 11 Claude Code audit skills (full source, Markdown-based)
- 5 specialized AI agents for visibility analysis
- 6 JSON-LD Schema templates (copy-paste ready)
- Professional PDF report generation for clients
- Documentation for every module
- Free lifetime updates via Gumroad
People also ask — SEO, GEO, and answer engines
Questions this product page answers (for Google and AI search)
- Why doesn’t ChatGPT cite my website?
- GEO audit checklist for Google AI Overviews
- How to improve AI search visibility without hiring an agency
- What is generative engine optimization GEO?
- Perplexity SEO: how to get cited in AI answers
Short answer (AEO snippet)
Eleven skills plus agents and JSON-LD templates diagnose why AI systems skip your brand and what to change in content, structure, and schema. Authoritative overview: Ai Search Visibility Toolkit — Gumroad checkout is the only purchase path ($49 one-time).
The problem
Your website is invisible to AI — and you don't even know it.
When someone asks ChatGPT “what's the best project management tool?” or Perplexity “best CRM for startups?” — some sites get cited. Yours doesn't.
Not because your content is bad. Because AI systems can't find it, can't parse it, and can't trust it enough to quote.
80% of searches now end without a click. If your content isn't structured for AI citation, you're invisible in the fastest-growing search channel on the planet.
Your organic traffic is declining even though your rankings haven't changed
Competitors are being quoted by AI tools and you have no idea why
You don't know what ChatGPT "sees" when it looks at your site
Your Schema markup is incomplete, outdated, or missing entirely
You've never heard of llms.txt, AI crawler bots, or citability scoring
How it works
One Command. Full Audit.
$ /geo-audit https://yoursite.com
▸ Checking AI crawler access...
▸ Scoring content citability...
▸ Auditing Schema markup...
▸ Analyzing brand mentions...
▸ Running platform checks...
────────────────────────────────
GEO Score: 71/100 · Good — 4 gaps identified
Citability: 68 · Schema: 82
Crawlability: 54 · Brand: 70
Content: 78 · Platform: 74
⚠ GPTBot blocked in robots.txt — fix to unlock ChatGPT indexing
⚠ llms.txt missing — generate with /geo-llmstxt
⚠ No Quick Answer Boxes detected — 0 AI citation anchors
⚠ FAQPage schema absent on 12 pages
Run /geo-report-pdf to generate client-ready deliverable
GEO Score
0–100 composite across 6 dimensions
AI Crawler Status
GPTBot, PerplexityBot, ClaudeBot access check
Citability Score
Can AI find, parse, and quote your content?
Schema Gaps
Missing markup with ready-to-use templates
Platform Scores
ChatGPT, Perplexity, Google AI, Gemini, Bing
Action Plan
Prioritized fix list ordered by impact
11 Claude Code skills
A Skill for Every AI Visibility Problem
Each skill is purpose-built for one problem. Run them individually or chain them into a full audit workflow.
/geo-audit“I have no idea how AI-ready my site is”
→ Full audit with a 0–100 composite GEO Score
/geo-citability“Why does AI never quote my content?”
→ Analyzes whether AI can find, understand, and cite you
/geo-content“Is my content good enough for AI?”
→ E-E-A-T quality assessment for AI citation
/geo-technical“Can AI crawlers even reach my pages?”
→ Crawlability, llms.txt, robots.txt audit
/geo-schema“My structured data is a mess”
→ Schema analysis + generation for entity recognition
/geo-brand-mentions“Does AI even know my brand exists?”
→ Web-wide brand mention tracking and analysis
/geo-crawlers“Which AI bots can access my site?”
→ Configures access for GPTBot, PerplexityBot, ClaudeBot, Gemini
/geo-llmstxt“What's llms.txt and do I need one?”
→ Generates and optimizes llms.txt for AI discovery
/geo-platform-optimizer“How do I optimize for each AI platform differently?”
→ Platform-specific optimization per AI engine
/geo-report“I need to show this to my team or client”
→ Comprehensive Markdown report with priorities
/geo-report-pdf“I need a professional deliverable”
→ Client-ready branded PDF report
5 AI agents
Specialized Agents for Deep Analysis
AI Visibility Agent
Overall GEO scoring and gap analysis across all six dimensions
Content Agent
Content quality evaluation for citation potential and E-E-A-T compliance
Platform Agent
Per-platform performance breakdown: ChatGPT, Perplexity, Google, Gemini, Bing
Schema Agent
Structured data and entity recognition analysis with fix generation
Technical Agent
Infrastructure and crawlability specialist — bots, llms.txt, robots.txt
Scoring breakdown
What Your GEO Score Means
Excellent
AI systems are likely citing your content
Good
Specific gaps to close for consistent citations
Moderate
Significant opportunities being missed
Low
Fundamental infrastructure problems blocking AI access
Platform Coverage
Audits and optimizes for all major AI search engines:
- ChatGPT / GPT-4o (OpenAI)
- Perplexity AI
- Google AI Overviews
- Gemini
- Bing Copilot
- Claude (Anthropic)
6 Schema Templates
JSON-LD templates ready to copy, customize, and deploy:
- Article + Author entity markup
- LocalBusiness with all GEO-relevant fields
- Organization entity for brand authority
- Product markup for e-commerce
- SoftwareApplication for SaaS
- WebSite with SearchAction
Who it's for
Built for SEOs Who Want the Edge AI Search Gives
Freelance SEO Consultants
Add AI Search Visibility audits to your offering — charge $500+ per audit using the professional PDF reports.
Agency Owners
Run bulk audits across client portfolios. Identify quick wins others are completely missing.
Site Owners & Founders
Organic traffic declining despite stable rankings? AI search is eating your clicks. Find out why.
Content Teams
Check AI-citability before publishing — not after. Build every article to perform in AI search from day one.
Technical SEOs
Audit AI crawler access, llms.txt configuration, and Schema completeness in minutes, not hours.
Early Movers
GEO is 2026's biggest SEO opportunity. Most competitors haven't started. Your window is open now.
Research basis
30–115% more visibility in AI-generated responses
The scoring methodology is based on peer-reviewed research from Georgia Tech, Princeton, and IIT Delhi (2024). Sites optimized for AI citation protocols see measurable gains in AI-generated response citations. Not marketing claims — published research.
FAQ
Common Questions
Was ist ein GEO-Score?
Der GEO-Score (Generative Engine Optimization) ist eine zusammengesetzte Metrik von 0–100, die misst, wie sichtbar und zitierbar Ihre Website für KI-Suchmaschinen ist. Er deckt Crawlbarkeit, Inhaltsqualität, Schema-Markup, Markenerwähnungen, Zitierbarkeit und plattformspezifische Signale ab.
Benötige ich Claude Code für die Audits?
Ja — die Skills laufen im Claude Code CLI. Sie benötigen Claude Code installiert (claude.ai/code). Jeder mit der Claude-API kompatible Agent-Runner funktioniert ebenfalls. Das Audit selbst dauert etwa 5 Minuten zur Einrichtung.
Was ist llms.txt und warum ist es wichtig?
llms.txt ist ein aufkommender Standard (wie robots.txt für KI), der großen Sprachmodellen mitteilt, welche Inhalte auf Ihrer Website sie lesen und zitieren dürfen. Ohne ihn treffen KI-Systeme ihre eigenen Entscheidungen über Ihre Inhalte — oft falsch.
Kann ich die Schema-Vorlagen ohne das Audit verwenden?
Ja. Die 6 JSON-LD-Vorlagen sind eigenständige Dateien. Kopieren, die Werte für Ihre Website anpassen, in den HTML-Head oder das CMS-Schema-Feld einfügen. Für die Vorlagen ist kein Claude Code erforderlich.
Wie oft sollte ich meine Website neu auditieren?
Führen Sie das vollständige /geo-audit monatlich oder nach größeren Inhaltsänderungen aus. Führen Sie /geo-technical und /geo-crawlers vierteljährlich aus. Führen Sie /geo-brand-mentions wöchentlich aus, wenn Sie aktiv Markenautorität aufbauen.
Kann ich es für Kundenseiten als Freelancer oder Agentur verwenden?
Ja — das ist einer der Hauptanwendungsfälle. Der /geo-report-pdf-Skill generiert kundenfertig gebrandete PDF-Lieferobjekte, für die Sie $500+ pro Audit berechnen können. Der Kauf ist eine Lizenz, die für alle Kundenarbeiten nutzbar ist.
Was unterscheidet dies von Standard-SEO-Tools wie Ahrefs oder Semrush?
Ahrefs und Semrush prüfen für traditionelle Suchmaschinenoptimierung — Backlinks, Rankings, Crawlbarkeit. Sie haben keine Einblicke in KI-Zitiersignale, llms.txt, KI-Bot-Zugriff oder GEO-spezifische Inhaltsbewertung. Dieses Toolkit wurde für diese Lücke entwickelt.
Gibt es Forschung hinter der Bewertungsmethodik?
Ja. Die Methodik basiert auf peer-reviewed Forschung von Georgia Tech, Princeton und IIT Delhi (2024), die Sichtbarkeitsgewinne von 30–115% in KI-generierten Antworten für Websites zeigt, die für KI-Zitierprotokolle optimiert sind.
Stop guessing — start knowing
Know your AI visibility score in 5 minutes.
11 skills. 5 agents. 6 Schema templates. One command reveals exactly what's broken and what to fix. Every fix you make is targeted, measurable, and immediate.
Get the Toolkit — $49Instant download · Single ZIP · Free lifetime updates