Real ChatGPT answer · index seedmgidzHr7TOIcompleteHome services and improvement · contractors and remodelinginformational
How reliable are recent HomeAdvisor contractor reviews for vetting local structural engineers, and what filtered criteria should I look for to avoid fake ratings?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How reliable are recent HomeAdvisor contractor reviews for vetting local structural engineers, and what filtered criteria should I look for to avoid fake ratings?
2 real searches · 1 real-search pass
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
HomeAdvisor Angi review verification process fake reviews homeowner contractor reviews policies 2026 Google ↗
Oklahoma structural engineer license verification Oklahoma State Board of Licensure professional engineers land surveyors Google ↗
- What’s the Status of a Review? · intercom.help
- Frequently Asked Questions · angi.com
- HomeAdvisor · homeadvisor.com
- Oklahoma State Board of Licensure for Professional Engineers and Land Surveyors · oklahoma.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
HomeAdvisor Angi review verification process fake reviews homeowner contractor reviews policies 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Oklahoma structural engineer license verification Oklahoma State Board of Licensure professional engineers land surveyors OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |