Real ChatGPT answer · index seed9ellIeqx0ZYcompleteHome services and improvement · solar panelscomparison
Solar roof shingles versus standard panels which one leaks less often when installed on an older asphalt roof
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Solar roof shingles versus standard panels which one leaks less often when installed on an older asphalt roof
1 real search · 1 real-search pass
solar panel roof leak risk flashing roof penetrations asphalt shingles installation older roof solar shingles roof replacement guidanceGoogle ↗
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
solar panel roof leak risk flashing roof penetrations asphalt shingles installation older roof solar shingles roof replacement guidance Google ↗
- technical bulletin Asphalt Roofing Manufacturer · asphaltroofing.org
- ATLAS Technical Bulletin · atlasroofing.com
- Flashing of Penetrations in Existing Roofs · basc.pnnl.gov
- Roof Valleys and Penetrations Sealed · basc.pnnl.gov