Can you compare the APRs and origination fees of PenFed versus LightStream for a forty thousand dollar home improvement loan this month?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the APRs and origination fees of PenFed versus LightStream for a forty thousand dollar home improvement loan this month?
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
PenFed personal loan APR origination fee home improvement loan rates October 2026 $40,000 Google ↗
LightStream home improvement loan APR origination fee October 2026 $40,000 Google ↗
- PenFed Credit Union 2026 Personal Loan Review · nerdwallet.com
- Home Improvement Loans · penfed.org
- LightStream 2026 Personal Loan Review · nerdwallet.com
- Home Improvement Financing · lightstream.com
- Personal Loans: Rates & Pre-Approval · penfed.org
- Frequently Asked Questions (FAQs) · penfed.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
PenFed personal loan APR origination fee home improvement loan rates October 2026 $40,000 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
LightStream home improvement loan APR origination fee October 2026 $40,000 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |