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What homeowners, Google and AI engines actually reward. Updated monthly.

Homeowner research

How homeowners find contractors: then vs now

Google review checks fell from 83% to 71% and AI tools jumped from 6% to 45% in one year. How finding a contractor changed, and what did not.

Last updated September 19, 2026 · 6 min read

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