Real ChatGPT answer · index seed1apNzsdCmOEcompleteHome services and improvement · roofinginformational

Can you check the current Tamko heritage shingles durability ratings compared to architectural shingles from GAF and Owens Corning?

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 check the current Tamko heritage shingles durability ratings compared to architectural shingles from GAF and Owens Corning?
3 real searches · 1 real-search pass
2026 TAMKO Heritage shingles technical data wind warranty impact rating officialGoogle ↗
OBSERVED
2026 GAF architectural shingles Timberline HDZ technical data wind warranty impact rating officialGoogle ↗
OBSERVED
2026 Owens Corning architectural shingles Duration technical data wind warranty impact rating officialGoogle ↗
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
2026 TAMKO Heritage shingles technical data wind warranty impact rating official Google ↗
2026 GAF architectural shingles Timberline HDZ technical data wind warranty impact rating official Google ↗
2026 Owens Corning architectural shingles Duration technical data wind warranty impact rating official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 TAMKO Heritage shingles technical data wind warranty impact rating official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 GAF architectural shingles Timberline HDZ technical data wind warranty impact rating official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 Owens Corning architectural shingles Duration technical data wind warranty impact rating official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1