Technical Analysis
Schema Generator
Generate structured data markup optimized for AI Overview visibility.
Overview
The Schema Generator creates JSON-LD structured data designed to help search engines and AI models understand your content more effectively. Well-implemented structured data makes it easier for AI systems to extract facts, relationships, and key information from your pages — increasing the likelihood of being cited in AI Overviews.
Supported Schema Types
Citatra supports generating structured data for the following schema types:
- FAQPage — for pages with question-and-answer content
- HowTo — for tutorials, guides, and step-by-step instructions
- Article — for blog posts, news articles, and editorial content
- Product — for product pages with pricing, availability, and reviews
- LocalBusiness — for location-based businesses with address and contact details
- Organization — for company-level information including logo, social profiles, and contact points
How to Use
- Select a page from your tracked URLs or enter a new URL
- Choose a schema type that matches the page's content
- Review the pre-filled fields — Citatra analyzes the page and populates fields automatically where possible
- Customize the output — edit any fields to ensure accuracy and completeness
- Copy the JSON-LD — paste the generated markup into your page's
<head>section or deploy via Google Tag Manager
Best Practices
- Use FAQPage schema for pages that answer common questions — these align naturally with AI Overview queries
- Use HowTo schema for tutorials and process-oriented content
- Keep structured data consistent with visible page content — mismatches can result in penalties
- Validate your markup with the Google Rich Results Test after implementation
- Update structured data whenever page content changes significantly
AI Overview Optimization
Structured data helps AI models parse your content with greater precision. When an AI system encounters well-structured JSON-LD, it can more confidently extract specific facts, attribute information to your domain, and determine whether your content answers a given query. This doesn't replace quality content, but it removes friction from the extraction process.
ℹ️ Info