Real ChatGPT answer · index seedyXOe01aRXi0completeHome services and improvement · solar panelscommercial
Can I get a quick cost-benefit analysis right now comparing solar roof shingle integration versus standard panels for a heavily shaded roof?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can I get a quick cost-benefit analysis right now comparing solar roof shingle integration versus standard panels for a heavily shaded roof?
1 real search · 1 real-search pass
2026 U.S. residential solar panel installation cost per watt solar shingles cost shade microinverters optimizers NREL shading solar PVGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
2026 U.S. residential solar panel installation cost per watt solar shingles cost shade microinverters optimizers NREL shading solar PV Google ↗