What are the pros and cons of using a LightStream home improvement loan to renovate my kitchen this year compared to drawing on my retirement accounts?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the pros and cons of using a LightStream home improvement loan to renovate my kitchen this year compared to drawing on my retirement accounts?
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
LightStream home improvement loan current APR terms 2026 official rates loan amounts fees Google ↗
IRS 401k early withdrawal 10% additional tax exceptions traditional IRA Roth IRA withdrawal tax rules official Google ↗
- LightStream by Truist · lightstream.com
- LightStream Stopped Accepting Loan Applications. Try These 6 Lenders Instead · cnbc.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LightStream home improvement loan current APR terms 2026 official rates loan amounts fees OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
IRS 401k early withdrawal 10% additional tax exceptions traditional IRA Roth IRA withdrawal tax rules official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |