Real ChatGPT answer · index seedfemWLsH78DkcompleteHome services and improvement · roofingbrand

Is CertainTeed still having quality control issues with their shingles in 2024 because I read some terrible reviews online and my installation starts tomorrow morning

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is CertainTeed still having quality control issues with their shingles in 2024 because I read some terrible reviews online and my installation starts tomorrow morning
2 real searches · 1 real-search pass
CertainTeed asphalt shingles quality control manufacturing defects complaints 2024 2025 2026 warranty recallGoogle ↗
OBSERVEDConsequence
CertainTeed shingle lawsuits defects granule loss cracking curling 2024Google ↗
OBSERVEDConsequence

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 (2)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
CertainTeed asphalt shingles quality control manufacturing defects complaints 2024 2025 2026 warranty recall Google ↗
CertainTeed shingle lawsuits defects granule loss cracking curling 2024 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed asphalt shingles quality control manufacturing defects complaints 2024 2025 2026 warranty recall
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
CertainTeed shingle lawsuits defects granule loss cracking curling 2024
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1