Wikidata entity page for Local Service Spotlight (Q138846724) showing label, description, aliases, and statements

How We Built Local Service Spotlight’s Wikidata Entity and Schema Markup in 5 Steps

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 …

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 …