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What do consumer reviews say about GAF Timberline HDZ algae resistance compared to cheaper budget shingle brands like Tamko?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do consumer reviews say about GAF Timberline HDZ algae resistance compared to cheaper budget shingle brands like Tamko?
1 real search · 1 real-search pass
GAF Timberline HDZ algae resistance consumer reviews vs TAMKO Heritage shingles algae streaking reviews warranty StainGuard Plus 2026Google ↗
OBSERVEDComparison

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.

ChatGPT real searches (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GAF Timberline HDZ algae resistance consumer reviews vs TAMKO Heritage shingles algae streaking reviews warranty StainGuard Plus 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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