Real ChatGPT answer · index seedwKNHxXAwqJYcompleteHome services and improvement · roofinghowto

Can architectural shingles withstand category one hurricane winds better than traditional three-tab shingles according to recent building codes?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can architectural shingles withstand category one hurricane winds better than traditional three-tab shingles according to recent building codes?
2 real searches · 1 real-search pass
2024 2025 residential building code asphalt shingles wind resistance ASTM D7158 architectural three tab hurricane wind ratings IBC IRCGoogle ↗
OBSERVED
FEMA asphalt shingles wind resistance hurricane installation wind uplift architectural shingles three tabGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
2024 2025 residential building code asphalt shingles wind resistance ASTM D7158 architectural three tab hurricane wind ratings IBC IRC Google ↗
FEMA asphalt shingles wind resistance hurricane installation wind uplift architectural shingles three tab Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2024 2025 residential building code asphalt shingles wind resistance ASTM D7158 architectural three tab hurricane wind ratings IBC IRC
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
FEMA asphalt shingles wind resistance hurricane installation wind uplift architectural shingles three tab
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1