How reliable are online contractor reviews?

Online reviews on Google, Yelp, Angi, Houzz, Nextdoor, and others have become primary contractor discovery channels. They are useful but heavily polluted by fake reviews, review-trading schemes, and selection bias.

How fake reviews work:

1. Direct purchasing. Contractors buy reviews on Fiverr, Upwork, and freelance marketplaces for $5-$50 each.

2. Family and friends. Contractor's circle leaves 5-star reviews after light or no work.

3. Review-trading. Two contractors agree to review each other's businesses.

4. Suppression of negative reviews. Contractors aggressively dispute legitimate negative reviews to get them removed. Yelp and Google have appeals processes that sometimes side with the business.

5. Review-bombing competitors. Some contractors leave fake negative reviews on their competitors' profiles.

How to read reviews skeptically:

1. Ignore the star rating. A 4.9-star average is meaningless. Look at the distribution and the text.

2. Read all 1-3 star reviews. These are where real problems surface. Patterns are diagnostic — repeated complaints about late completion, surprise change orders, or sub-quality work indicate the contractor's failure mode.

3. Check review velocity. A contractor with 80 reviews in the last 60 days but only 12 in the prior 18 months has bought or solicited reviews.

4. Check reviewer profiles. Reviewers who have left 5-star reviews on this contractor and 10+ other unrelated businesses in the same week are paid reviewers.

5. Look for specific detail. Real reviews mention the project type, the timeline, materials used, change orders, and specific people. Fake reviews are generic ("Great service! Recommended!").

6. Look at response patterns. Does the contractor respond to negative reviews thoughtfully or dismissively? A defensive, blame-the-customer response style predicts the same behavior on your project.

7. Compare across platforms. A contractor with 4.9 on Google, 4.8 on Yelp, but 2.1 on BBB has different audiences seeing different sides. The BBB signal often catches the real failure mode.

Where reviews matter most:

1. Subjective work quality. Did the finish carpentry look great? Were the painters tidy? Did the project manager communicate?

2. Specific scope verification. Does this contractor actually do high-end kitchen tile, or are they primarily a drywall outfit? Reviews on similar work tell you about trade depth.

3. Recent customer experience. Last 30-60 days of reviews give you a snapshot of current service quality.

Where reviews don't matter:

1. Legal compliance (license, bond, insurance). Reviewers don't check these.

2. Financial stability. Reviewers don't know about pending mechanics' liens or recent bankruptcy filings.

3. Pattern fraud. A storm-chaser with 100 5-star reviews paid for over a single week of canvassing looks identical to a legitimate contractor with 100 organic reviews. Reviews don't surface this.

4. Phoenix patterns. Each new LLC has zero reviews. The reviews from the prior LLC are gone or not associated with the new entity.

5. Owner criminal history. Reviews say nothing about this.

The right weighting:

- Public records first (license, court, OSHA, Secretary of State). The contractor cannot fake these. - BBB complaints second. Less authoritative than public records but harder to manipulate than open online reviews. - Reviews third. Useful for subjective quality and detail; weight lower than public records. - References fourth. Self-selected by the contractor.

Groundcheck (earthmove.io/trust) intentionally does not include open online reviews in its verdict. The verdict is built from public records that cannot be manipulated by the contractor. For review-based research, use Google, Yelp, Houzz, and Nextdoor separately — and apply the skepticism above.

A 5-star contractor with a Critical Groundcheck verdict is a phoenix or storm chaser whose fake reviews look like real ones. A 3.8-star contractor with a Clear Groundcheck verdict is probably a legitimate contractor whose communication style irritates some customers but whose underlying business is sound. The Groundcheck verdict is the more predictive signal.