Real ChatGPT answer · index seedWIcPOIxYoywcompleteHome services and improvement · roofinginformational

Can you explain the differences between architectural and three-tab shingles so I can decide which is better for my first home

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you explain the differences between architectural and three-tab shingles so I can decide which is better for my first home
3 real searches · 1 real-search pass
architectural vs three tab asphalt shingles lifespan wind resistance manufacturer technical specifications 2026Google ↗
OBSERVED
asphalt shingle roof cost per square three tab architectural installed cost 2026 VirginiaGoogle ↗
OBSERVED
Virginia residential roofing asphalt shingles wind rating building code manufacturer warranty architectural 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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
architectural vs three tab asphalt shingles lifespan wind resistance manufacturer technical specifications 2026 Google ↗
asphalt shingle roof cost per square three tab architectural installed cost 2026 Virginia Google ↗
Virginia residential roofing asphalt shingles wind rating building code manufacturer warranty architectural three tab Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
architectural vs three tab asphalt shingles lifespan wind resistance manufacturer technical specifications 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
asphalt shingle roof cost per square three tab architectural installed cost 2026 Virginia
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Virginia residential roofing asphalt shingles wind rating building code manufacturer warranty architectural three tab
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1