Real ChatGPT answer · index seedQ787AywJyYEcompleteHome services and improvement · roofingcomparison

Is CertainTeed Landmark superior to IKO Cambridge for dimensional stability during heavy freeze thaw cycles in the Midwest?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is CertainTeed Landmark superior to IKO Cambridge for dimensional stability during heavy freeze thaw cycles in the Midwest?
1 real search · 1 real-search pass
CertainTeed Landmark vs IKO Cambridge dimensional stability freeze thaw cold climate shingle specifications fiberglass mat asphalt thermal cyclingGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
CertainTeed Landmark vs IKO Cambridge dimensional stability freeze thaw cold climate shingle specifications fiberglass mat asphalt thermal cycling Google ↗
  1. Landmark · certainteed.com
  2. CertainTeed Technical Data Sheet · detroitmi.gov
  3. TECHNICAL DATA SHEET · iko.com
  4. | --- | --- · iko.com
  5. Landmark® ClimateFlex® · certainteed.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed Landmark vs IKO Cambridge dimensional stability freeze thaw cold climate shingle specifications fiberglass mat asphalt thermal cycling
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1