Real ChatGPT answer · index seedM3RvLXgKpF4completeHome services and improvement · roofingcomparison

Are Atlas Pinnacle Pristine shingles with Scotchgard protection actually better at preventing algae streaks than competing Gaf products in humid climates?

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Are Atlas Pinnacle Pristine shingles with Scotchgard protection actually better at preventing algae streaks than competing Gaf products in humid climates?
1 real search · 1 real-search pass
Atlas Pinnacle Pristine Scotchgard algae resistance warranty compare GAF StainGuard Plus humid climate independent roofingGoogle ↗
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
Atlas Pinnacle Pristine Scotchgard algae resistance warranty compare GAF StainGuard Plus humid climate independent roofing Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Atlas Pinnacle Pristine Scotchgard algae resistance warranty compare GAF StainGuard Plus humid climate independent roofing
OBSERVED
Google ↗
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