Which online platforms have the most accurate contractor reviews for local pros handling major mold remediation cost estimates and repairs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which online platforms have the most accurate contractor reviews for local pros handling major mold remediation cost estimates and repairs?
2 real searches · 1 real-search pass
most reliable contractor review platforms Google Reviews BBB Angi Yelp HomeAdvisor mold remediation contractor reviews fake reviews verificationGoogle ↗
OBSERVEDComparison
California mold remediation contractor licensing certification IICRC post remediation verification consumer guidanceGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
most reliable contractor review platforms Google Reviews BBB Angi Yelp HomeAdvisor mold remediation contractor reviews fake reviews verification Google ↗
California mold remediation contractor licensing certification IICRC post remediation verification consumer guidance Google ↗
- Search local reviews · google.com
- Search BBB · bbb.org
- Find contractors · angi.com
- Search Yelp · yelp.com
- Find neighborhood recommendations · nextdoor.com
- Find professionals · houzz.com
- Frequently Asked Questions · angi.com
- Can You Find a Good Contractor Online? · consumerreports.org
- Professional certification organization · iicrc.org
- Verify contractor licenses · cslb.ca.gov
- Frequently Asked Questions about Mold · cdph.ca.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
most reliable contractor review platforms Google Reviews BBB Angi Yelp HomeAdvisor mold remediation contractor reviews fake reviews verification OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
California mold remediation contractor licensing certification IICRC post remediation verification consumer guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |