Wise Workman has launched a nationwide plumber directory at wiseworkman.com, a merit-based marketplace where U.S. homeowners are matched with plumbing professionals ranked by a proprietary WW Score. The WW Score uses AI-driven sentiment analysis to detect and nullify fake reviews, ensuring rankings reflect real customer experiences.
How it Works
The WW Score evaluates each review through an AI-driven sentiment analysis engine, distinguishing authentic customer experiences from manipulated or fraudulent ones. Reviews flagged as fake or inauthentic are nullified, removed from the calculation entirely, so they can’t pad a plumber’s rank.
What remains is a score weighted toward signals that are hard to fake: AI-verified, authentic customer reviews, responsiveness and reliability, licensing, insurance, and credentials, track record and experience in the relevant service area.
For homeowners, Wise Workman offers a transparent, no-cost way to find a trusted plumber and compare professionals on a rating they can actually rely on, one that has been actively cleaned of fake feedback.
For honest plumbers, it levels a playing field that review manipulation and ad budgets have long tilted. Great work earns authentic reviews, authentic reviews drive the WW Score, and competitors can’t undercut that by buying placement or planting praise.
Original reporting: KTBS 3 (Shreveport) — read the source article.
