Evidence before prose.
A page is the visible end of a traceable research chain—not the source of its own facts.
Every claim keeps its identity.
Research can power a useful page before the first call exists. Later, calls can inform demand—but only verified quotes or job outcomes may enter a reviewed price recalibration.
- 01
Define the real market
We model country, state, service market, city, and ZIP separately. A city page never turns metro evidence into a city-only claim.
- 02
Register every source
Publisher, URL, scope, dates, authority, and usage policy remain attached to each extracted fact.
- 03
Verify before deriving
Discovered information is not truth. Reviewers verify or reject evidence before a versioned method can calculate a range.
- 04
Gate every page
Research, numeric claims, local value, similarity, safety, disclosure, and commercial coverage are evaluated independently.
Calls, duration, qualification, payout
These measure demand and commercial flow—not the amount a homeowner was quoted or paid.
Verified quote, job, or invoice
Even then, minimum sample, distribution, conflict, versioning, and review gates still apply.