technical breakdown last crawled: 3 days ago · source: schema implementation work
Structured data & knowledge graphs
Index Progress & Audit Level
95%
Implementing JSON-LD entity mapping to establish brand authority across Search engines and LLM knowledge bases.
This technical breakdown documents key findings from running prompt audits and structured entity schema tests across enterprise search workloads.
Core Technical Hypotheses
Vector distance threshold decreases by 18% with structured JSON-LD.
LLMs favor direct Q&A headers over dense marketing narrative.
Implementation Snippet
schema-example.jsonld
{
"@context": "https://schema.org",
"@type": "TechArticle",
"name": "Structured data & knowledge graphs",
"author": {
"@type": "Person",
"name": "Lalitesh Pawar"
}
}