Real ChatGPT answer · index seedf3X9nuHXZaUcompleteHome services and improvement · roofingbrand

What are the typical complaints about IKO roof shingles, and should I avoid them if my contractor quotes them for my garage?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the typical complaints about IKO roof shingles, and should I avoid them if my contractor quotes them for my garage?
3 real searches · 1 real-search pass
IKO shingles complaints Cambridge Dynasty class action warranty granule loss cracking consumer reviewsGoogle ↗
OBSERVED
IKO official asphalt shingle warranty installation instructions Cambridge Dynasty wind warrantyGoogle ↗
OBSERVED
IKO shingles independent roofing contractor reviews comparison GAF CertainTeed Owens CorningGoogle ↗
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
IKO shingles complaints Cambridge Dynasty class action warranty granule loss cracking consumer reviews Google ↗
IKO official asphalt shingle warranty installation instructions Cambridge Dynasty wind warranty Google ↗
IKO shingles independent roofing contractor reviews comparison GAF CertainTeed Owens Corning Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IKO shingles complaints Cambridge Dynasty class action warranty granule loss cracking consumer reviews
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IKO official asphalt shingle warranty installation instructions Cambridge Dynasty wind warranty
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IKO shingles independent roofing contractor reviews comparison GAF CertainTeed Owens Corning
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1