Real ChatGPT answer · index seedEdxmvrMAiFgcompleteHome services and improvement · roofingcommercial
Compare the average roof replacement price for shingle versus metal systems on a mid sized office building
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the average roof replacement price for shingle versus metal systems on a mid sized office building
1 real search · 1 real-search pass
2026 commercial roof replacement cost per square foot asphalt shingles metal roofing installed cost lifespanGoogle ↗
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 commercial roof replacement cost per square foot asphalt shingles metal roofing installed cost lifespan Google ↗
- Commercial Roof Cost Guide (2026) · commercialroofguide.com
- Commercial Roofs 2026: System, Lifespan, Cost Overview · theroofingbrief.com
- 2026 Roofing Cost Report: National + Regional Data · theroofingbrief.com