Is calculating total loan interest easier when choosing between a fixed rate loan from SoFi or a variable rate option from LightStream?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is calculating total loan interest easier when choosing between a fixed rate loan from SoFi or a variable rate option from LightStream?
1 real search · 1 real-search pass
SoFi personal loan fixed variable rates LightStream personal loan fixed variable rate options 2026Google ↗
OBSERVEDComparison
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
SoFi personal loan fixed variable rates LightStream personal loan fixed variable rate options 2026 Google ↗
- Personal Loans - Apply Online, Same Day Funding · sofi.com
- Rates and Terms · sofi.com
- LightStream vs. SoFi Personal Loans: Which One Is Right for You? · cnbc.com
- LightStream vs. SoFi Personal Loans, October 2026 · credible.com