Real ChatGPT answer · index seed1Gcy5wxxo0IcompleteHome services and improvement · roofingcomparison

How does the granule loss on Tamko heritage shingles durability compare to other brands after being installed for about five years?

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 the granule loss on Tamko heritage shingles durability compare to other brands after being installed for about five years?
2 real searches · 1 real-search pass
TAMKO Heritage shingles granule loss durability five years comparison GAF CertainTeed Owens Corning asphalt shinglesGoogle ↗
OBSERVED
asphalt shingle granule loss normal after installation manufacturer guidance warranty TAMKO HeritageGoogle ↗
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 granule loss durability five years comparison GAF CertainTeed Owens Corning asphalt shingles Google ↗
asphalt shingle granule loss normal after installation manufacturer guidance warranty TAMKO Heritage Google ↗
  1. WHAT'S NORMAL? · tamko.com
  2. Homeowner Guide to Reading Your Roof · tamko.com
  3. TAMKO Shingles Review (2026) · americanroofingguide.com
  4. Heritage® Architectural Shingles · tamko.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
TAMKO Heritage shingles granule loss durability five years comparison GAF CertainTeed Owens Corning asphalt shingles
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
asphalt shingle granule loss normal after installation manufacturer guidance warranty TAMKO Heritage
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1