What are the main differences between Upgrade personal loan features and LightStream when financing eco friendly upgrades for a new home?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main differences between Upgrade personal loan features and LightStream when financing eco friendly upgrades for a new home?
3 real searches · 1 real-search pass
Upgrade personal loans vs LightStream home improvement loans eco-friendly upgrades APR fees loan amounts terms 2026Google ↗
OBSERVEDComparison
site:upgrade.com personal loans home improvement rates fees loan amounts termsGoogle ↗
OBSERVEDOther / navigational
site:lightstream.com home improvement loans energy efficient green home improvement loan terms ratesGoogle ↗
OBSERVEDOther / navigational
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). 1 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
Upgrade personal loans vs LightStream home improvement loans eco-friendly upgrades APR fees loan amounts terms 2026 Google ↗
site:upgrade.com personal loans home improvement rates fees loan amounts terms Google ↗
site:lightstream.com home improvement loans energy efficient green home improvement loan terms rates Google ↗
- Home Improvement Financing · lightstream.com
- Home Improvement Personal Loans - No Collateral · upgrade.com
- Personal Loan: Are there any fees? · upgrade.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Upgrade personal loans vs LightStream home improvement loans eco-friendly upgrades APR fees loan amounts terms 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
site:upgrade.com personal loans home improvement rates fees loan amounts terms OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:lightstream.com home improvement loans energy efficient green home improvement loan terms rates OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |