Real ChatGPT answer · index seedIlMVtlhzwaYcompleteHome services and improvement · roofinginformational
How do I spot fake online reviews for local roofing contractors so I do not hire a storm chaser who will disappear next week?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I spot fake online reviews for local roofing contractors so I do not hire a storm chaser who will disappear next week?
1 real search · 1 real-search pass
Florida DBPR verify roofing contractor license official Lee County contractor licensing roofing contractor verification storm chaser consumer tipsGoogle ↗
OBSERVEDOther / navigational
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Florida DBPR verify roofing contractor license official Lee County contractor licensing roofing contractor verification storm chaser consumer tips Google ↗
- Florida official contractor license search · myfloridalicense.com
- Construction Industry – Business Information · www2.myfloridalicense.com
- For Consumers · floridaroof.com
- Florida Division of Corporations · search.sunbiz.org
- Better Business Bureau · bbb.org
- Lee County permit search · aca-prod.accela.com
- Accela Citizen Access · aca-prod.accela.com
- SHERIFF CARMINE MARCENO’S OCTOBER 2024 FRAUD ALERT: AVOIDING CONTRACTOR FRAUD AND UNLICENSED CONTRACTORS · sheriffleefl.org
- HURRICANE PREPAREDNESS GUIDE · myfloridalegal.com
- Contractor-Residential Property FAQs | Consumer Services · myfloridacfo.com
Queries
1 queries · click a column to sort