Real ChatGPT answer · index seedjwZ5LJ1dm8UcompleteHome services and improvement · roofingcomparison

How does Tamko heritage shingles durability hold up against heavy hail compared to standard asphalt options since my insurance adjuster is coming today

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does Tamko heritage shingles durability hold up against heavy hail compared to standard asphalt options since my insurance adjuster is coming today
2 real searches · 1 real-search pass
TAMKO Heritage shingles impact resistance UL 2218 class rating manufacturer technical dataGoogle ↗
OBSERVED
TAMKO Heritage shingle warranty hail damage wind resistance 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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
TAMKO Heritage shingles impact resistance UL 2218 class rating manufacturer technical data Google ↗
TAMKO Heritage shingle warranty hail damage wind resistance official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
TAMKO Heritage shingles impact resistance UL 2218 class rating manufacturer technical data
OBSERVED
Google ↗
AI Mode ↗
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of 1
TAMKO Heritage shingle warranty hail damage wind resistance official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1