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
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#data-engineering
Articles tagged with #data-engineering
Why Market Research Databases Dominate AI Search Citations
The structural properties that make G2, Crunchbase, and market intelligence platforms the most-cited source category across AI answer engines
Aug 7, 20268 min read
Cross-Engine Citation Overlap: Why AI Search Engines Cite Different Sources for Identical Queries
Only 2.7% of domains appear across all five major AI engines. The data, the architecture, and what it means for measurement.
Jul 27, 20269 min read5
How Multi-Engine Citation Scoring Works: Five Dimensions That Predict Source Authority in AI Search
A measurement framework for scoring source authority across ChatGPT, Claude, Gemini, Perplexity, and Google AI
Jun 24, 20268 min read
How to Measure AI Search Visibility: Why Per-Engine Tracking Changes Everything
Research shows only 11% domain overlap between ChatGPT and Perplexity. Aggregate scores mask the divergence.
Jun 22, 20266 min read