Real ChatGPT answer · index seedJCaq6y4mzP4completeTelecom and utilities · switching providerscommercial
Can someone on a fixed income actually save money by switching their natural gas provider or is the market too unstable right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can someone on a fixed income actually save money by switching their natural gas provider or is the market too unstable right now?
2 real searches · 1 real-search pass
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)
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
Texas residential natural gas provider choice switching regulated utility service territories fixed income consumer protections 2026 Google ↗
Texas natural gas bills compare supplier rates local gas utility Leming Texas Google ↗
- RRC's Natural Gas Prices Frequently Asked Questions · rrc.state.tx.us
- Help with Utilities · texaslawhelp.org
- Natural gas customer choice programs · eia.gov
- Texas Natural Gas Rates FAQs · rrc.state.tx.us
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Texas residential natural gas provider choice switching regulated utility service territories fixed income consumer protections 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Texas natural gas bills compare supplier rates local gas utility Leming Texas OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |