Real ChatGPT answer · index seedbDFT12rYVtEcompleteTelecom and utilities · switching providerscommercial
Is it true that I can save money on my utility bills by switching my natural gas provider in Pennsylvania or is that just another marketing trick?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it true that I can save money on my utility bills by switching my natural gas provider in Pennsylvania or is that just another marketing trick?
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
Pennsylvania natural gas shopping official PA PUC compare rate price to compare consumer tips 2026 Google ↗
Pennsylvania natural gas supplier marketing variable rate cancellation fee consumer protection PUC Google ↗
- Understanding Energy · pagasswitch.com
- Frequently Asked Questions · pagasswitch.com
- Compare Pennsylvania natural gas rates · pagasswitch.com
- Natural Gas Distributors and Suppliers in Pennsylvania · pagasswitch.com
- Natural Gas Shopping · irrc.state.pa.us
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pennsylvania natural gas shopping official PA PUC compare rate price to compare consumer tips 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Pennsylvania natural gas supplier marketing variable rate cancellation fee consumer protection PUC OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |