A Claude agent created Local Service Spotlight‘s Wikidata entity from scratch and configured the Organization schema on the company website in a single working session. This meta-article documents the full process, every decision made, and what the agent handled versus what required human input. The work followed the methodology Dennis Yu established in The Wikidata SOP: How We Tune Entities …
WikiData and Schema Optimization for George Paladichuk
Google cannot build a Knowledge Panel for someone it cannot verify. George Paladichuk — founder of NaiL A.I., an AI software company for roofing contractors based in Boulder, Colorado — had a WikiData entry with two unreferenced claims and zero schema markup on his personal site. A Claude agent built out both sides of the entity bridge in a single …
How We Built the Minnesota Dunk Squad’s Wikidata Entity and Schema From Scratch
How we created the Minnesota Dunk Squad’s Wikidata entity from scratch, fixed a wrong Q-item mapping, repaired a broken sitemap, and configured schema with sameAs URLs — the fourth entity optimized using Dennis Yu’s methodology.
How We Built the Dunk Talk Podcast’s Wikidata Entity and Schema From Scratch
How we added references to all 16 Wikidata claims, fixed wrong entity mappings, and configured schema with sameAs URLs for the Dunk Talk Podcast — applying Dennis Yu’s Wikidata methodology to a media entity.
How We Built Brooke Lance’s Wikidata and Schema
A Claude agent created Brooke Lance’s Wikidata entity from scratch and configured schema markup on brookelance.com in a single session. This meta-article documents the full process, decisions, costs, and compliance scorecard.
How We Optimized Trenton Sandler’s Wikidata and Schema
A Claude agent optimized Trenton Sandler’s Wikidata entry and implemented schema markup on trentonsandler.com in a single session. This meta-article documents the full process, decisions, costs, and compliance scorecard.
How to Fix Your Wikidata to Improve Your Google Knowledge Panel
Your Wikidata entry is one of the most important factors in triggering and maintaining your Google Knowledge Panel. Yet most people never check it — and when they do, they find errors that actively hurt their digital presence. We recently fixed two real Wikidata entries — for Trenton Sandler and Dennis Yu — and the process reveals exactly how to …
The Wikidata SOP: How We Tune Entities for Google Knowledge Panels and LLM Citations (With Real Before-and-After Data)
Most people think claiming a Knowledge Panel is the finish line. It’s not — it’s barely the starting line. I learned this the hard way when Trenton Sandler reached out to me. He’s a D1 distance runner at LSU with 43,800 YouTube subscribers, 34,400 Instagram followers, and 37,800 TikTok followers. He claimed his Knowledge Panel. His confidence score in our …

