Real ChatGPT answer · index seedhSSwzyOrUaccompleteHome services and improvement · roofingcomparison

Comparing GAF Timberline HDZ and Tamko Heritage shingles which one offers a better warranty for the price because I am trying to keep costs down without getting scammed.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing GAF Timberline HDZ and Tamko Heritage shingles which one offers a better warranty for the price because I am trying to keep costs down without getting scammed.
2 real searches · 1 real-search pass
GAF Timberline HDZ warranty official lifetime limited warranty 2026 Smart Choice Protection wind algaeGoogle ↗
OBSERVED
TAMKO Heritage shingles warranty official limited warranty 2026 enhanced warrantyGoogle ↗
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
GAF Timberline HDZ warranty official lifetime limited warranty 2026 Smart Choice Protection wind algae Google ↗
TAMKO Heritage shingles warranty official limited warranty 2026 enhanced warranty Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GAF Timberline HDZ warranty official lifetime limited warranty 2026 Smart Choice Protection wind algae
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
TAMKO Heritage shingles warranty official limited warranty 2026 enhanced warranty
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1