I want to upgrade my kitchen and am trying to decide if a LightStream home improvement loan beats using a credit card
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I want to upgrade my kitchen and am trying to decide if a LightStream home improvement loan beats using a credit card
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
LightStream home improvement loan current APR rates terms fees 2026 Google ↗
average credit card APR 2026 Federal Reserve credit card interest rates Google ↗
- Home Improvement Financing · lightstream.com
- FAQ · lightstream.com
- Bankrate Monitor (BRM): Credit Card APR (BRMCC01) | FRED · fred.stlouisfed.org
- LightStream 2026 Personal Loan Review · nerdwallet.com
Queries
2 queries · click a column to sort