SchemaGraph Entity & Knowledge Graph Tracer
Constructs an in-memory directed knowledge graph across site clusters. Isolates broken @id references, circular loops, orphan Person/Organization nodes, and publisher metadata drift.
What This Metric Means for Your Site
Modern search engines and AI Overviews evaluate connected entity graphs rather than isolated page snippets. Broken @id references or orphan nodes break entity resolution and drop rich results.
How to Improve Your Score (Actionable Fixes)
- Ensure every referenced @id URI resolves to a defined entity node on the site.
- Connect isolated Organization and WebSite nodes to content-level Article and Product entities via publisher or isPartOf.
- Add sameAs links to Wikidata, Wikipedia, and official profiles on primary entity nodes.
- Standardize publisher name, url, and logo attributes across all page templates to prevent entity fragmentation.
How to Make Your Website Citational in ChatGPT, Perplexity, and Copilot
Traditional search optimizes for 10 blue links: generative search engines extract structured semantic claims. Here is how to configure JSON-LD entity graphs, llms.txt endpoints, and answer-ready passage formatting for AI crawlers.
Schema Validator
Inspect Schema.org JSON-LD structured data and entity markup.
SchemaGraph Entity & Knowledge Graph Tracer Open Source Engine
View the headless CLI implementation and inspect the source code on GitHub.
VitalsSniper PRO In-Tab Forensics
Isolate exact DOM elements, generate white label PDF audit summaries, and export outreach lead lists in 50ms from any live Chromium tab.