Real ChatGPT answer · index seedfxuLIOGqpvocompleteTelecom and utilities · energy efficiencycomparison
Can you compare the total installation cost of standard solar panels versus integrated solar shingle roof options for a small business office?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the total installation cost of standard solar panels versus integrated solar shingle roof options for a small business office?
1 real search · 1 real-search pass
2026 commercial solar panel installation cost per watt US solar shingles integrated roof cost per watt commercial 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
2026 commercial solar panel installation cost per watt US solar shingles integrated roof cost per watt commercial 2026 Google ↗
- Electrifying Your Company: What You Need to Know · energysage.com
- How Much Do Commercial Solar Panels Cost? (2026) · homeguide.com
- 2026 Solar Roof Cost · homeguide.com
- Types of Solar Energy: PV, Thermal, Hybrid for Roofs · theroofingbrief.com
- Tesla Solar Roof vs. Solar Panels: What is Best for You? · energysage.com
- Solar Photovoltaic System Cost Benchmarks · energy.gov
- Solar Panel Cost in Pennsylvania (2026) · solarenergyprices.com