Real ChatGPT answer · index seed9QEURI032xgcompleteTelecom and utilities · switching providerscommercial

What do recent reviews say about the customer service and billing accuracy of the top three commercial gas suppliers in our region?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do recent reviews say about the customer service and billing accuracy of the top three commercial gas suppliers in our region?
2 real searches · 1 real-search pass
Wisconsin commercial natural gas supplier customer reviews billing accuracy complaints 2026Google ↗
OBSERVEDReason
commercial natural gas suppliers Wisconsin customer service billing reviews 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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
Wisconsin commercial natural gas supplier customer reviews billing accuracy complaints 2026 Google ↗
commercial natural gas suppliers Wisconsin customer service billing reviews 2025 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Wisconsin commercial natural gas supplier customer reviews billing accuracy complaints 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
commercial natural gas suppliers Wisconsin customer service billing reviews 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1