Real ChatGPT answer · index seedpiq1xmHQx0EcompleteHome services and improvement · roofinginformational

What are the pros and cons of switching from three-tab shingles to dimensional architectural shingles when reroofing a medium-sized commercial office building?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the pros and cons of switching from three-tab shingles to dimensional architectural shingles when reroofing a medium-sized commercial office building?
2 real searches · 1 real-search pass
architectural shingles three tab shingles wind resistance lifespan manufacturer comparison commercial roofGoogle ↗
OBSERVED
Florida Building Code asphalt shingles wind resistance Florida Product Approval roof installation requirementsGoogle ↗
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
architectural shingles three tab shingles wind resistance lifespan manufacturer comparison commercial roof Google ↗
Florida Building Code asphalt shingles wind resistance Florida Product Approval roof installation requirements Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
architectural shingles three tab shingles wind resistance lifespan manufacturer comparison commercial roof
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Florida Building Code asphalt shingles wind resistance Florida Product Approval roof installation requirements
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1