Real ChatGPT answer · index seedBNX0aapT6xocompleteHome services and improvement · roofingbrand

What is the current reputation of IKO asphalt shingles regarding premature granule loss and warranty claims according to recent consumer reports?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the current reputation of IKO asphalt shingles regarding premature granule loss and warranty claims according to recent consumer reports?
2 real searches · 1 real-search pass
IKO asphalt shingles premature granule loss consumer complaints warranty claims 2025 2026Google ↗
OBSERVEDConsequence
IKO shingles reviews complaints granule loss warranty BBB ConsumerAffairs 2025 2026Google ↗
OBSERVEDReason

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 / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / 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
IKO asphalt shingles premature granule loss consumer complaints warranty claims 2025 2026 Google ↗
IKO shingles reviews complaints granule loss warranty BBB ConsumerAffairs 2025 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IKO asphalt shingles premature granule loss consumer complaints warranty claims 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
IKO shingles reviews complaints granule loss warranty BBB ConsumerAffairs 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1