Real ChatGPT answer · index seedEbYvgtuixlMcompleteHome services and improvement · roofinginformational

Can you compare the Tamko heritage shingles durability against metal roofing for a single story home in a high wildfire risk zone?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the Tamko heritage shingles durability against metal roofing for a single story home in a high wildfire risk zone?
3 real searches · 1 real-search pass
TAMKO Heritage shingles fire classification Class A warranty wind resistance official technical dataGoogle ↗
OBSERVED
metal roofing wildfire ember resistance Class A roof assembly fire safety official fire agencyGoogle ↗
OBSERVED
IBHS wildfire prepared home roof covering ember resistance metal asphalt shingles roof edge ventsGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
TAMKO Heritage shingles fire classification Class A warranty wind resistance official technical data Google ↗
metal roofing wildfire ember resistance Class A roof assembly fire safety official fire agency Google ↗
IBHS wildfire prepared home roof covering ember resistance metal asphalt shingles roof edge vents Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
TAMKO Heritage shingles fire classification Class A warranty wind resistance official technical data
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
metal roofing wildfire ember resistance Class A roof assembly fire safety official fire agency
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IBHS wildfire prepared home roof covering ember resistance metal asphalt shingles roof edge vents
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1