Real ChatGPT answer · index seed7x1HFanxYTUcompleteHome services and improvement · roofingcomparison

Check current online reviews and BBB complaints for Apex Roofing Solutions versus Pinnacle Exteriors to see which local contractor has better warranty arbitration support in the Denver metro area.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Check current online reviews and BBB complaints for Apex Roofing Solutions versus Pinnacle Exteriors to see which local contractor has better warranty arbitration support in the Denver metro area.
2 real searches · 1 real-search pass
"Apex Roofing Solutions" Denver reviews BBB warranty arbitrationGoogle ↗
OBSERVEDReason
"Pinnacle Exteriors" Denver reviews BBB warranty arbitrationGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%ComparisonConsequenceReason50%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
"Apex Roofing Solutions" Denver reviews BBB warranty arbitration Google ↗
"Pinnacle Exteriors" Denver reviews BBB warranty arbitration Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
"Apex Roofing Solutions" Denver reviews BBB warranty arbitration
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
"Pinnacle Exteriors" Denver reviews BBB warranty arbitration
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1