Schema & AI Readiness Validator
Check if AI assistants like ChatGPT, Google AI, and Perplexity can discover, understand, and cite your business.
What This Tool Checks
- Structured data that AI assistants use to understand your business
- FAQ and HowTo schema that AI can cite in answers
- Authority signals from Wikipedia, LinkedIn, and other platforms
- Entity clarity signals that help AI correctly identify you
- Knowledge Graph eligibility for enhanced AI visibility
Why It Matters
AI assistants like ChatGPT, Google AI Overviews, and Perplexity are becoming major sources of business discovery. Businesses with proper structured data and authority signals are more likely to be cited in AI-generated responses, driving qualified traffic and building trust.
Features Include:
- AI Discovery Score (0-100)
- LocalBusiness schema validation
- FAQ & HowTo schema detection
- Knowledge Graph linking signals
- Authority platform connections
- Entity clarity analysis
- Rich result eligibility
- AI citation readiness
Understanding AI Readiness
AI is changing how customers discover businesses. Instead of scrolling through search results, people are asking AI assistants directly: "What's the best plumber near me?" or "Who can fix my roof in Denver?" If your business isn't set up to be understood by AI, you're invisible to this growing audience.
1How AI Assistants Find Your Business
AI assistants like ChatGPT, Google AI Overviews, and Perplexity don't just search—they synthesize. They pull from structured data, authoritative sources, and your digital footprint to decide whether to recommend you.
- Structured data (schema markup) tells AI exactly what your business does
- Authority signals from platforms like Wikipedia and LinkedIn build trust
- FAQ and HowTo content gets directly cited in AI responses
- Knowledge Graph connections help AI verify your business identity
2The AI Discovery Score
Your AI Discovery Score (0-100) measures how well AI assistants can understand, verify, and cite your business. A higher score means you're more likely to appear in AI-generated recommendations and answers.
- 90-100: Excellent - AI can confidently cite your business
- 70-89: Good - Most AI signals in place, minor improvements possible
- 50-69: Fair - AI may struggle to verify or recommend you
- Below 50: Poor - Your business is largely invisible to AI
3Schema Types That Matter for AI
Not all schema markup is equal. Some types directly influence how AI understands and cites your business:
- LocalBusiness - Your core identity, location, and contact info
- FAQPage - Questions and answers AI can quote directly
- HowTo - Step-by-step guides that establish expertise
- Article/BlogPosting - Thought leadership content
- BreadcrumbList - Site structure that aids navigation
4Authority Signals: Why They Matter
AI assistants verify businesses by checking for authoritative backlinks. Having your business mentioned on trusted platforms signals legitimacy:
- Wikipedia/Wikidata - Strongest authority signal, enables Knowledge Graph
- LinkedIn Company Page - Professional verification
- Better Business Bureau - Trust and complaint resolution
- Industry directories - Sector-specific authority
5Getting Started with AI Optimization
You don't need to be a developer to improve your AI readiness. Start with these high-impact actions:
- Add LocalBusiness schema with complete NAP (Name, Address, Phone)
- Create an FAQ page with schema markup answering common questions
- Claim and complete your LinkedIn company page
- Ensure your Google Business Profile is fully optimized
- Add sameAs links in your schema pointing to your social profiles
Ready to Check Your AI Readiness?
Run a full audit to get this check plus 5 others, with a combined health score and prioritized recommendations.