Real ChatGPT answer · index seed5xHx3OhYzSccompleteHome services and improvement · HVACinformational
What are the hidden fees I need to watch out for when signing up for monthly HVAC financing plans?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the hidden fees I need to watch out for when signing up for monthly HVAC financing plans?
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). 2 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
CFPB deferred interest promotional financing retroactive interest fees consumer finance HVAC home improvement loans Google ↗
FTC home improvement financing contractor loan fees financing agreement consumer advice Google ↗
- How To Avoid a Home Improvement Scam · consumer.ftc.gov
- How to Avoid Home Improvement Scams · oag.state.tx.us
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB deferred interest promotional financing retroactive interest fees consumer finance HVAC home improvement loans OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FTC home improvement financing contractor loan fees financing agreement consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |