Real ChatGPT answer · index seedE9lxyI9R3rocompleteHome services and improvement · roofingcommercial

Are CertainTeed Landmark shingles considered the best overall value for durability and warranty protection by roofing experts this year?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are CertainTeed Landmark shingles considered the best overall value for durability and warranty protection by roofing experts this year?
2 real searches · 1 real-search pass
CertainTeed Landmark shingles 2026 expert reviews best value durability warranty comparison GAF Timberline HDZ Owens Corning DurationGoogle ↗
OBSERVED
CertainTeed Landmark shingle warranty SureStart wind warranty algae protection Florida 2026 officialGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
CertainTeed Landmark shingles 2026 expert reviews best value durability warranty comparison GAF Timberline HDZ Owens Corning Duration Google ↗
CertainTeed Landmark shingle warranty SureStart wind warranty algae protection Florida 2026 official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed Landmark shingles 2026 expert reviews best value durability warranty comparison GAF Timberline HDZ Owens Corning Duration
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
CertainTeed Landmark shingle warranty SureStart wind warranty algae protection Florida 2026 official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1