#machine-relations

Articles tagged with #machine-relations

How to Audit Publication Metadata for Entity Resolution
A parameter-controlled WordPress audit for detecting missing, fragmented, empty, and ambiguous organization records.
Sep 10, 20267 min read2
Citation Architecture for AI Search: A JSON-LD Validation Workflow
A release pipeline for crawler access, answer blocks, stable entity IDs, structured data, source checks, and claim freshness.
Aug 28, 20268 min read
How to Build AI Citation Regression Tests
A practical fixture schema and CI workflow for detecting sustained source loss without confusing ordinary answer variance for failure.
Aug 25, 20269 min read
How to Build a Query-Class Citation Matrix for AI Search
A developer-ready schema for measuring AI citations by buyer question shape instead of one blended visibility score.
Aug 25, 20269 min read
Generative AI Optimization Starts With Source Quality
A Machine Relations guide to source quality, citation readiness, and generative AI optimization.
Aug 15, 20267 min read
How Citation Evaluation Works in Search-Augmented LLMs
A technical guide to accessibility, relevance, attribution, and claim support in AI answer citations.
Aug 12, 20267 min read5