Compare LightStream vs Upgrade for someone who just graduated college and wants to finance eco-friendly upgrades on a condo.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare LightStream vs Upgrade for someone who just graduated college and wants to finance eco-friendly upgrades on a condo.
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
LightStream home improvement loan rates terms energy efficient upgrades 2026 official Google ↗
Upgrade personal loan home improvement rates terms secured joint applicants 2026 official Google ↗
- Home Improvement Financing · lightstream.com
- Consumer Loans · lightstream.com
- Home Improvement Personal Loans - No Collateral · upgrade.com
- Upgrade - Personal Loans, Cards and Rewards Checking · upgrade.com
- FAQ · lightstream.com
- Best Home Improvement Loans of September 2026 · nerdwallet.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LightStream home improvement loan rates terms energy efficient upgrades 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Upgrade personal loan home improvement rates terms secured joint applicants 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |