A working framework to test, not a disclosed ranking formula
Keep names, roles, and organization details accurate across the properties you control.
Test consolidation when several pages answer the same intent with overlapping claims.
Define the term, state the scope, then show the evidence and its limits.
Use descriptive headings, clear prose, and tables when they help the reader.
Track whether independent sources corroborate the claim, then test citation outcomes.
Update facts when they change. Do not refresh dates cosmetically.
Name the author, source, date, sample, market, and methodology.
Audit a hypothesis. Change one variable. Run the same prompts again.