Real ChatGPT answer · index seedAqOx6EahiG8completeHome services and improvement · roofingcomparison

Compare biodegradable fatty acid potassium salt washes with mechanical low pressure brushing for eliminating stubborn black algae without stripping the granular embedment on architectural shingles.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare biodegradable fatty acid potassium salt washes with mechanical low pressure brushing for eliminating stubborn black algae without stripping the granular embedment on architectural shingles.
3 real searches · 1 real-search pass
fatty acid potassium salts roof cleaner asphalt shingles black algae efficacy potassium salts of fatty acidsGoogle ↗
OBSERVED
ARMA asphalt roofing shingles algae cleaning brushing granule loss low pressure manufacturer guidanceGoogle ↗
OBSERVED
architectural asphalt shingles black algae cleaning potassium salt fatty acid biodegradable cleanerGoogle ↗
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
fatty acid potassium salts roof cleaner asphalt shingles black algae efficacy potassium salts of fatty acids Google ↗
ARMA asphalt roofing shingles algae cleaning brushing granule loss low pressure manufacturer guidance Google ↗
architectural asphalt shingles black algae cleaning potassium salt fatty acid biodegradable cleaner Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
fatty acid potassium salts roof cleaner asphalt shingles black algae efficacy potassium salts of fatty acids
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
ARMA asphalt roofing shingles algae cleaning brushing granule loss low pressure manufacturer guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
architectural asphalt shingles black algae cleaning potassium salt fatty acid biodegradable cleaner
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1