How we research, source, draft, review, and update guides. Transparent about AI use and human review.
Home Services Pro exists to give homeowners a useful planning baseline for home services projects in their specific city — costs, permits, local conditions, and contractor evaluation criteria — before they engage providers. Our incentive aligns with reader trust: the guides themselves are not sponsored, and we are paid downstream by network partners only when readers find the matchmaking valuable enough to click through.
Every per-city data point on Home Services Pro derives from one or more of the following sources:
We cite the source category visibly on each guide. We do not invent statistics, fabricate quotes, or reuse one city's data as another's. Pages whose underlying research is too thin to support real city-specific data are not published — they are killed in our internal QA stage.
Drafts are produced by editorial staff working with AI assistance. We use AI to draft narrative around researched data points, not to invent facts. Every guide is then reviewed by a human editor before publication, and city-specific technical claims (cost ranges, permit categories, code references) are additionally reviewed by Daniel Choi, a licensed California General Contractor (CSLB #1067412). This workflow is disclosed on every published guide.
Before a guide goes live, our build pipeline checks:
We display a visible “Last updated” date on every guide, reflecting the date of the last substantive review. We update guides when reality changes: when a city's permit fees shift, when a contractor we cited stops operating, when material guidance evolves. We do not fake-bump update dates for SEO. Corrections are made promptly when readers email editorial@casebridge.cloud with verifiable evidence.
Affiliate compensation does not influence which cities, services, or contractors are covered, nor does it influence editorial conclusions. The set of contractors mentioned in a guide is determined by who actually operates in the relevant market, not by who pays affiliate revenue. See the disclosure page for the full affiliate model.