Skill 5 of 10 · AI Builder Spotlight method
🧩 Knowledge Panel / Entity SEO
Runs the plumbing that earns a Google Knowledge Panel — schema, corroboration, the KGMID claim.
What it does
Step-by-step.
- Audits entity clarity — same name, role, and photo everywhere you show up
- Fixes namesake collisions so Google can resolve you to one person
- Writes Person schema (JSON-LD) with sameAs to every verified profile
- Builds third-party corroboration up the signal stack, highest-authority first
- Finds the KGMID and files the claim through Search Console
✅ Definition of done
- Name, role, and photo are identical everywhere
- Schema validates with zero errors and every sameAs link is live
- The claim is filed, or the exact missing corroboration is named
Every skill in this pack runs on persistent, looping agents that grade their own work against this checklist before reporting done — not a chatbot that stops at “good enough.” That operating layer is its own file:
boil-the-ocean.md, included in the pack.