Real ChatGPT answer · index seedgiClCXZTKRYcompleteHome services and improvement · roofingcomparison
Is it smarter to use a zero-interest credit card promotion or a contractor financing plan like EnerBank for a brand new roof when managing household grocery and daycare bills?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it smarter to use a zero-interest credit card promotion or a contractor financing plan like EnerBank for a brand new roof when managing household grocery and daycare bills?
3 real searches · 1 real-search pass
EnerBank USA home improvement financing promotional plans deferred interest terms officialGoogle ↗
OBSERVEDOther / navigational
CFPB deferred interest credit card promotional APR difference payoff minimum paymentGoogle ↗
OBSERVEDComparison
0% intro APR credit card promotional period terms balance transfer purchases consumer financeGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
EnerBank USA home improvement financing promotional plans deferred interest terms official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
CFPB deferred interest credit card promotional APR difference payoff minimum payment OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
0% intro APR credit card promotional period terms balance transfer purchases consumer finance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |