Real ChatGPT answer · index seedFCtO4NiPmqkcompleteTelecom and utilities · water and gas utilitiescommercial
My current gas bill has gone through the roof this winter and I am trying to figure out if switching providers or buying a smart thermostat is a cheaper fix
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My current gas bill has gone through the roof this winter and I am trying to figure out if switching providers or buying a smart thermostat is a cheaper fix
4 real searches · 1 real-search pass
Houston Texas residential natural gas utility choice switch gas provider CenterPoint residential serviceGoogle ↗
OBSERVEDComparison
smart thermostat heating natural gas savings ENERGY STAR estimate thermostat savingsGoogle ↗
OBSERVEDComparison
Houston Texas residential natural gas service can customers choose retail natural gas provider CenterPoint Energy gas utility 2026Google ↗
OBSERVEDComparison
ENERGY STAR smart thermostat savings heating cooling 8 percent 2025 estimate natural gas heatingGoogle ↗
OBSERVEDComparison
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Houston Texas residential natural gas utility choice switch gas provider CenterPoint residential service Google ↗
smart thermostat heating natural gas savings ENERGY STAR estimate thermostat savings Google ↗
Houston Texas residential natural gas service can customers choose retail natural gas provider CenterPoint Energy gas utility 2026 Google ↗
ENERGY STAR smart thermostat savings heating cooling 8 percent 2025 estimate natural gas heating Google ↗
- ENERGY STAR Smart Thermostats FAQs for EEPS · energystar.gov
- Heat & Cool Efficiently · energystar.gov
- Consumer Guide to Home Heating and Cooling · energy.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Houston Texas residential natural gas utility choice switch gas provider CenterPoint residential service OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
smart thermostat heating natural gas savings ENERGY STAR estimate thermostat savings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Houston Texas residential natural gas service can customers choose retail natural gas provider CenterPoint Energy gas utility 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR smart thermostat savings heating cooling 8 percent 2025 estimate natural gas heating OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |