Real ChatGPT answer · index seedcbxCKNLrPHwcompleteTelecom and utilities · energy efficiencyinformational
How much more do solar shingles cost compared to standard solar panels when factoring in full roof replacement on a typical mid-sized suburban home
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much more do solar shingles cost compared to standard solar panels when factoring in full roof replacement on a typical mid-sized suburban home
1 real search · 1 real-search pass
2026 solar roof shingles cost per square foot full roof replacement Tesla Solar Roof typical home cost vs rooftop solar panels roof replacementGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
2026 solar roof shingles cost per square foot full roof replacement Tesla Solar Roof typical home cost vs rooftop solar panels roof replacement Google ↗
- Do You Need A Roof Replacement With Solar Panels? · energysage.com
- 2026 Solar Roof Cost · homeguide.com
- Tesla Solar Roof vs. Solar Panels: What is Best for You? · energysage.com