Real ChatGPT answer · index seedn6CCxHfOwi0completeHome services and improvement · roofingbrand

Can you compare the granule loss and algae resistance of CertainTeed Landmark shingles against Owens Corning Duration based on recent contractor forums?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the granule loss and algae resistance of CertainTeed Landmark shingles against Owens Corning Duration based on recent contractor forums?
4 real searches · 1 real-search pass
recent contractor forum discussions CertainTeed Landmark Owens Corning Duration granule loss algae resistance 2025 2026Google ↗
OBSERVED
CertainTeed Landmark vs Owens Corning Duration granule loss algae resistance contractor forumGoogle ↗
OBSERVED
site:contractortalk.com CertainTeed Landmark granule loss algae shingles DurationGoogle ↗
OBSERVED
site:roofing.com CertainTeed Landmark Owens Corning Duration granule loss algae resistanceGoogle ↗
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 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
recent contractor forum discussions CertainTeed Landmark Owens Corning Duration granule loss algae resistance 2025 2026 Google ↗
CertainTeed Landmark vs Owens Corning Duration granule loss algae resistance contractor forum Google ↗
site:contractortalk.com CertainTeed Landmark granule loss algae shingles Duration Google ↗
site:roofing.com CertainTeed Landmark Owens Corning Duration granule loss algae resistance Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
recent contractor forum discussions CertainTeed Landmark Owens Corning Duration granule loss algae resistance 2025 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
CertainTeed Landmark vs Owens Corning Duration granule loss algae resistance contractor forum
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:contractortalk.com CertainTeed Landmark granule loss algae shingles Duration
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:roofing.com CertainTeed Landmark Owens Corning Duration granule loss algae resistance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1