Real ChatGPT answer · index seednHs34yjxqwEcompleteHome services and improvement · cleaning servicescomparison
Looking at Thumbtack versus Angi to find certified solar panel cleaners for our office roof what are the typical rate differences
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking at Thumbtack versus Angi to find certified solar panel cleaners for our office roof what are the typical rate differences
1 real search · 1 real-search pass
Thumbtack solar panel cleaning cost commercial roof pricing Angi solar panel cleaning cost 2026Google ↗
OBSERVEDComparison
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
Thumbtack solar panel cleaning cost commercial roof pricing Angi solar panel cleaning cost 2026 Google ↗
- Solar Panel Cleaning in Texas: Cost, Cities & Pros (2026) · cleanmysolarpanels.com
- How Much Does It Cost to Maintain Solar Panels? [2026 Data] · angi.com
- Solar panel cleaning pricing: how much to charge per panel · measuredbid.com