Structured Data Validator
Validate the presence of key schema properties and basic syntax for common AI-search-relevant page types.
Schema markup
Choose the schema type and paste JSON-LD or key-value fields to validate.
Run the tool to get a structured result with scores, tables, recommendations, and next steps.
What You Get
Checks for missing properties on common types like Article, FAQPage, Product, and Organization.
What You Get
Flags invalid JSON before markup reaches production.
What You Get
Creates a practical to-fix list for engineering or SEO teams.
- Paste the exact JSON-LD block when possible.
- Use the page type selector that best matches the markup.
- Fix syntax first, then add the missing fields with highest business value.
ChatGPT Crawlability Tester
Audit robots.txt, indexing directives, and path-level access rules that can block AI search crawlers.
Internal Link Mapper for AI Pages
Find weak internal linking between pillar pages, comparison pages, FAQs, and supporting proof assets.
Entity / Schema Generator
Generate a clean JSON-LD starter block for an organization, product, local business, or software entity.
Track this in Citepanel
Move from one-time checks to continuous visibility, position, and sentiment monitoring.