Real ChatGPT answer · index seed3A2fDL4Csx0completeHome services and improvement · solar panelscommercial
What tools do I need to figure out my optimal roof angle for solar panels without hiring a contractor?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What tools do I need to figure out my optimal roof angle for solar panels without hiring a contractor?
1 real search · 1 real-search pass
NREL PVWatts calculator optimal solar panel tilt roof pitch azimuth Dallas Texas solar resourceGoogle ↗
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
NREL PVWatts calculator optimal solar panel tilt roof pitch azimuth Dallas Texas solar resource Google ↗
- System Design · samrepo.nlr.gov
- Best Practices for Siting Solar · docs.nrel.gov