Real ChatGPT answer · index seedDxV8F3Z8ovccompleteHome services and improvement · contractors and remodelingcommercial
Are HomeAdvisor contractor reviews reliable right now or are they mostly filtered for positive feedback because I need to hire someone for a commercial building upgrade.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are HomeAdvisor contractor reviews reliable right now or are they mostly filtered for positive feedback because I need to hire someone for a commercial building upgrade.
3 real searches · 1 real-search pass
HomeAdvisor Angi reviews moderation filtering positive reviews complaints fake reviews 2025 2026Google ↗
OBSERVEDOther / navigational
Angi HomeAdvisor review policy verified reviews negative reviews moderation how reviews publishedGoogle ↗
OBSERVEDReason
FTC Angi HomeAdvisor reviews deceptive practices complaints contractor reviewsGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
HomeAdvisor Angi reviews moderation filtering positive reviews complaints fake reviews 2025 2026 Google ↗
Angi HomeAdvisor review policy verified reviews negative reviews moderation how reviews published Google ↗
FTC Angi HomeAdvisor reviews deceptive practices complaints contractor reviews Google ↗
- HomeAdvisor Official Ratings & Reviews · homeadvisor.com
- Frequently Asked Questions · angi.com
- What’s the Status of a Review? · intercom.help
- FTC Approves Final Order against HomeAdvisor, Inc. for Deceptively Marketing its Leads for Home Improvement Projects · ftc.gov
- HomeAdvisor, In the Matter of · ftc.gov
- HomeAdvisor Reviews | Read Customer Service Reviews of www.homeadvisor.com · trustpilot.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
HomeAdvisor Angi reviews moderation filtering positive reviews complaints fake reviews 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Angi HomeAdvisor review policy verified reviews negative reviews moderation how reviews published OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FTC Angi HomeAdvisor reviews deceptive practices complaints contractor reviews OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |