Real ChatGPT answer · index seedmKeybHOPjNYcompleteHome services and improvement · solar panelsinformational
Can you help me compare three different contractor quotes for a 50 kilowatt commercial rooftop solar installation to see which one actually offers the best long term value for my retail shop?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you help me compare three different contractor quotes for a 50 kilowatt commercial rooftop solar installation to see which one actually offers the best long term value for my retail shop?
1 real search · 1 real-search pass
2026 commercial rooftop solar installation cost per watt benchmark United States NREL commercial PV O&M degradation warranties tax credits 2026Google ↗
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 (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
2026 commercial rooftop solar installation cost per watt benchmark United States NREL commercial PV O&M degradation warranties tax credits 2026 Google ↗
- Solar Photovoltaic System Cost Benchmarks · energy.gov
- Commercial PV | Electricity | 2025 | ATB · atb.nlr.gov