Real ChatGPT answer · index seedKBIGxL7bF5ccompleteTelecom and utilities · water and gas utilitiesbrand

What do other customers say about the reliability of alternative gas suppliers compared to traditional utility companies like National Grid?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do other customers say about the reliability of alternative gas suppliers compared to traditional utility companies like National Grid?
2 real searches · 1 real-search pass
customer reviews alternative natural gas suppliers reliability compared with National Grid utility gas supplier complaints billing service outagesGoogle ↗
OBSERVEDComparison
National Grid natural gas customer satisfaction reliability complaints alternative gas suppliers customer reviews Massachusetts New YorkGoogle ↗
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 / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
customer reviews alternative natural gas suppliers reliability compared with National Grid utility gas supplier complaints billing service outages Google ↗
National Grid natural gas customer satisfaction reliability complaints alternative gas suppliers customer reviews Massachusetts New York Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
customer reviews alternative natural gas suppliers reliability compared with National Grid utility gas supplier complaints billing service outages
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
National Grid natural gas customer satisfaction reliability complaints alternative gas suppliers customer reviews Massachusetts New York
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1