I need to compare the origination fees of the top three unsecured loan providers today because I am borrowing fifteen thousand dollars for a sudden move and want to minimize upfront costs.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to compare the origination fees of the top three unsecured loan providers today because I am borrowing fifteen thousand dollars for a sudden move and want to minimize upfront costs.
1 real search · 1 real-search pass
2026 current personal loan lenders origination fees SoFi LightStream Discover LendingClub October 2026Google ↗
OBSERVEDConsequence
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 current personal loan lenders origination fees SoFi LightStream Discover LendingClub October 2026 Google ↗
- Best Online Lenders for Personal Loans: October 2026 Rates · bills.com
- Rates and Terms · sofi.com
- Visit Discover · discover.com
- Visit LightStream · lightstream.com
- Visit SoFi · sofi.com