Star ratings and warning signs in Trusty's flagged-company watchlist

The numbers

• 99 of 108 received Slow down; 8 received Hard pass; 1 received Good call.
• 88 of the 99 Slow down companies showed a 4.0+ visible rating.
• All 8 Hard pass companies had visibly poor ratings, from 1.7 to 3.1 stars.
• Complaint themes appeared in 61 of 108 company files.
• A reviewer-described damage-then-denied-coverage pattern appeared in 36 of 108 files.
• Payment-risk themes appeared in 12 of 108 files.
• Only 19 of 108 companies had review profiles where 1-2-star reviews exceeded a quarter of total reviews.

The consumer takeaway

Average review scores can flatten the warning signs people need to inspect separately: recurring complaints, damage-coverage disputes, and how a company asks to be paid. Those details live in review text and public records, not in the average.

In Trusty's flagged watchlist, most companies worth slowing down for still looked like 4-star businesses at a glance. The finding is not that most home-service companies are risky; it is that average stars can miss warning signs once a company is already on a risk list.

Method and limitations

Each company in the dataset received a structured check of public reviews and public records. The check pulled out recurring themes and gave the company one of Trusty's three calls: Good call, Slow down, or Hard pass. The dataset is a curated watchlist, not a random sample, and it grows as new checks are completed.

Figures are aggregates. Named company records are not distributed with this note; individual reads carry their own sourcing, dates, and correction paths.

Download the aggregate numbers (.csv) →Counts and definitions only; no named-company records.

Attribution

Cite as: an analysis by Trusty of its curated watchlist of 108 flagged home-service companies. Aggregate figures should be cited with the curated-watchlist limitation.