Star ratings and warning signs in Trusty's flagged-company watchlist
In Trusty's curated 108-company flagged watchlist, 88 of the 99 companies in the caution category showed a 4.0-or-better visible star rating.
These figures describe Trusty's curated watchlist - companies checked because consumers asked or risk signals existed - not a random sample of the home-services industry.
The numbers
- 99 of 108 were assigned to the caution category; 8 to the strongest-negative category; 1 to the positive category.
- 88 of the 99 caution-category companies showed a 4.0+ visible rating.
- All 8 companies in the strongest-negative category 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 compress the signals consumers often need to inspect separately: unresolved complaint themes, damage-coverage disputes, and how a company asks to be paid. Those signals live in the text of reviews and in public records, not in the average.
In Trusty's flagged watchlist, most caution-category companies 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 are a weak screen for mid-tier 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 extracted recurring themes and assigned the company to a positive, caution, or strongest-negative category. 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.
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.