Real ChatGPT answer · index seedd2foknlHrOEcompleteHome services and improvement · roofingcomparison

Can you explain the difference between CertainTeed Landmark and IKO Cambridge shingles regarding granule loss and warranty coverage in 2024?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you explain the difference between CertainTeed Landmark and IKO Cambridge shingles regarding granule loss and warranty coverage in 2024?
3 real searches · 1 real-search pass
CertainTeed Landmark shingle warranty 2024 granule loss manufacturing defect warranty PDFGoogle ↗
OBSERVED
IKO Cambridge shingle warranty 2024 granule loss warranty PDFGoogle ↗
OBSERVED
CertainTeed Landmark shingles granule loss excessive granule loss warranty wind algae 2024Google ↗
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
CertainTeed Landmark shingle warranty 2024 granule loss manufacturing defect warranty PDF Google ↗
IKO Cambridge shingle warranty 2024 granule loss warranty PDF Google ↗
CertainTeed Landmark shingles granule loss excessive granule loss warranty wind algae 2024 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed Landmark shingle warranty 2024 granule loss manufacturing defect warranty PDF
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IKO Cambridge shingle warranty 2024 granule loss warranty PDF
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
CertainTeed Landmark shingles granule loss excessive granule loss warranty wind algae 2024
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1