Skill 6 of 10 · AI Builder Spotlight method
🤖 AI Search Visibility
Controls how ChatGPT, Perplexity, and Google AI describe you before any deal happens.
What it does
Step-by-step.
- Runs a verbatim test grid across all three engines
- Grades every answer thin, missing, or wrong — no cherry-picking
- Traces each weakness to the exact page, profile, or schema field it’s reading
- Flags the missing definitive article when models are improvising
- Produces 5 ranked actions, most-impactful first
✅ Definition of done
- All three engines were tested with the same grid
- Every weak answer traces to a specific, fixable cause
- The 5 actions hand straight to the right upstream skill
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.