Real ChatGPT answer · index seedAqi6ciWT0g8completeHome services and improvement · roofinginformational
What is the fastest way to estimate materials for storm damaged shingle repair after a major hail storm hits our local service area?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the fastest way to estimate materials for storm damaged shingle repair after a major hail storm hits our local service area?
1 real search · 1 real-search pass
roofing material takeoff roof measurement waste factor shingles starter ridge cap underlayment manufacturer installation guideGoogle ↗
OBSERVEDInstruction
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
roofing material takeoff roof measurement waste factor shingles starter ridge cap underlayment manufacturer installation guide Google ↗
- PLANNING A ROOF? · homedepot.com
- Shingle and Material Calculations From a Roof Report · thepropertyadjusters.com
- ^ Owens Corning Roofer’s Guide to Roof Installat · dcpd6wotaa0mb.cloudfront.net
- Website · eagleview.com
- Website · hover.to
- Website · xactware.com
- Website · gaf.com