Real ChatGPT answer · index seedT9xjxrAaBHUcompleteHome services and improvement · roofingcommercial

Which roofing materials offer the best fire rating and impact resistance for homes located in wildfire-prone areas of California?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which roofing materials offer the best fire rating and impact resistance for homes located in wildfire-prone areas of California?
2 real searches · 1 real-search pass
California wildfire roofing requirements Class A roof WUI code roof covering fire rating officialGoogle ↗
OBSERVEDReason
UL 2218 impact resistance roofing classification Class 4 hail test official roofing materialsGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
California wildfire roofing requirements Class A roof WUI code roof covering fire rating official Google ↗
UL 2218 impact resistance roofing classification Class 4 hail test official roofing materials Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
California wildfire roofing requirements Class A roof WUI code roof covering fire rating official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
UL 2218 impact resistance roofing classification Class 4 hail test official roofing materials
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1