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
Connecting your articles, authors, and company website into an entity graph helps Google recognize your authority in Knowledge Panels and AI search answers.
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.
Deep-Dive Editorial Guides
Empirical benchmarks and implementationHow 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.
AI Search and llms.txt: The Technical Specification You Need to Know
How AI search engines like Perplexity, ChatGPT, and Copilot discover and cite technical web documentation. Implement llms.txt and llms-full.txt.
Website Teardown #028: Excessive DOM Depth and Script Execution in Enterprise SaaS
Target: B2B Enterprise Analytics Platform (Custom React/Next) (February 2026)
Schema Validator
Inspect Schema.org JSON-LD structured data and entity markup.
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.