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Your Schema markup is incomplete, outdated, or missing entirely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
GEO 점수란 무엇인가요?
GEO(생성 엔진 최적화) 점수는 사이트의 AI 검색 엔진 가시성과 인용 가능성을 측정하는 0–100의 종합 지표입니다. 크롤 가능성, 콘텐츠 품질, Schema 마크업, 브랜드 언급, 인용 가능성, 플랫폼별 신호를 포함합니다.
감사를 실행하려면 Claude Code가 필요한가요?
네 — 스킬은 Claude Code CLI 내에서 실행됩니다. Claude Code를 설치해야 합니다(claude.ai/code). Claude API 호환 에이전트 러너도 작동합니다. 감사 자체는 약 5분의 설정이 필요합니다.
llms.txt란 무엇이고 왜 중요한가요?
llms.txt는 AI를 위한 robots.txt와 같은 신흥 표준으로, 대형 언어 모델에게 사이트의 어떤 콘텐츠를 읽고 인용할 수 있는지 알려줍니다. 이것이 없으면 AI 시스템은 콘텐츠에 대해 독자적으로 결정하는데, 이는 대개 잘못된 결정입니다.
감사 없이 Schema 템플릿만 사용할 수 있나요?
네. 6개의 JSON-LD 템플릿은 독립 파일입니다. 복사하고, 사이트에 맞게 값을 커스터마이즈하고, HTML head 또는 CMS Schema 필드에 붙여넣으세요. 템플릿은 Claude Code가 필요 없습니다.
얼마나 자주 사이트를 재감사해야 하나요?
매월 또는 주요 콘텐츠 변경 후 전체 /geo-audit을 실행하세요. /geo-technical과 /geo-crawlers는 분기별로 실행하세요. 브랜드 권위를 적극적으로 구축 중이라면 /geo-brand-mentions를 매주 실행하세요.
프리랜서나 에이전시로 클라이언트 사이트에 사용할 수 있나요?
네 — 그것이 주요 사용 사례 중 하나입니다. /geo-report-pdf 스킬은 클라이언트 준비 브랜드 PDF 결과물을 생성하며, 감사 당 $500+를 청구할 수 있습니다. 구매는 하나의 라이선스로 모든 클라이언트 작업에 사용 가능합니다.
Ahrefs나 Semrush 같은 표준 SEO 도구와 어떻게 다른가요?
Ahrefs와 Semrush는 전통적인 검색 엔진 최적화 — 백링크, 랭킹, 크롤 가능성을 감사합니다. AI 인용 신호, llms.txt, AI 봇 접근, GEO별 콘텐츠 점수는 볼 수 없습니다. 이 툴킷은 바로 그 격차를 위해 만들어졌습니다.
점수 방법론에 연구 근거가 있나요?
네. 방법론은 조지아 공대, 프린스턴, IIT 델리(2024년)의 동료 검토 연구를 기반으로 하며, AI 인용 프로토콜에 최적화된 사이트는 AI 생성 응답에서 가시성이 30–115% 향상되는 것으로 나타났습니다.
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