Real ChatGPT answer · index seedfNKgfYYbxTwcompleteHome services and improvement · roofingcommercial

Do Tamko heritage shingles come with a reliable non-prorated warranty that covers labor for senior citizens?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Do Tamko heritage shingles come with a reliable non-prorated warranty that covers labor for senior citizens?
2 real searches · 1 real-search pass
site:tamko.com warranties Heritage shingles limited warranty non-prorated labor tear off installation costsGoogle ↗
OBSERVED
TAMKO Heritage shingles warranty non-prorated labor coverage senior citizens warranty 2026Google ↗
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
site:tamko.com warranties Heritage shingles limited warranty non-prorated labor tear off installation costs Google ↗
TAMKO Heritage shingles warranty non-prorated labor coverage senior citizens warranty 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:tamko.com warranties Heritage shingles limited warranty non-prorated labor tear off installation costs
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
TAMKO Heritage shingles warranty non-prorated labor coverage senior citizens warranty 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1