I want to finance a walk-in bathtub installation; should I apply through LightStream or look into Upgrade personal loans?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I want to finance a walk-in bathtub installation; should I apply through LightStream or look into Upgrade personal loans?
3 real searches · 1 real-search pass
LightStream personal loans current APR fees loan terms home improvement official 2026Google ↗
OBSERVEDOther / navigational
Upgrade personal loans current APR origination fee loan terms official 2026Google ↗
OBSERVEDConsequence
CFPB personal loan compare APR origination fee prequalification hard inquiryGoogle ↗
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 (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
LightStream personal loans current APR fees loan terms home improvement official 2026 Google ↗
Upgrade personal loans current APR origination fee loan terms official 2026 Google ↗
CFPB personal loan compare APR origination fee prequalification hard inquiry Google ↗
- LightStream Stopped Accepting Loan Applications. Try These 6 Lenders Instead · cnbc.com
- LightStream 2026 Personal Loan Review · nerdwallet.com
- Personal Loan: What rates are available on personal loans through Upgrade? · upgrade.com
- Upgrade 2026 Personal Loan Review · nerdwallet.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LightStream personal loans current APR fees loan terms home improvement official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Upgrade personal loans current APR origination fee loan terms official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
CFPB personal loan compare APR origination fee prequalification hard inquiry OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |