Prime Rate Shopper
AI recommendation signal analysis across 87 domains for the Prime Rate Shopper persona in Personal Loan Fintech Lenders.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
Get in touch →How to use this page
See the searches AI runs for itself
When an AI model needs the web to answer, it writes its own search queries. These are those queries, word for word. They show how machines translate buyer questions into searches, so make sure your pages answer the queries the models actually run, not just the ones humans type.
Where the numbers come from
During the LLM runs that used web search, we captured every search query each model issued for this segment's questions. Counts are small by nature: a model typically runs only a handful of these searches per question.
What's on this page
A side-by-side comparison of any two models' queries, and a table of every query with the models that used it.
Compare two models' fanout queries
The exact web searches each model ran while answering Prime Rate Shopper questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- best personal loans excellent credit low APR no origination fee autopay discount 2026 NerdWallet Bankrate Forbes Advisor
- LightStream personal loans rates no fees excellent credit autopay discount
- SoFi personal loans rates no fees autopay discount 2026
- Discover personal loans rates no origination fee 2026
- site:sofi.com personal loans APR origination fees autopay discount
- site:discover.com personal-loans rates fees origination fee
- site:lightstream.com personal loans rates fees autopay discount
- site:penfed.org personal loans rates fees
- site:americanexpress.com personal loans rates no origination fee
- site:marcus.com personal loan rates fees origination fee
- site:usbank.com personal loan rates fees origination fee autopay discount
- site:wellsfargo.com personal loan rates fees origination fee
- site:citizensbank.com personal loans rates no origination fee autopay discount
- site:pnc.com personal loan rates fees no origination fee
- site:laurelroad.com personal loans rates origination fee autopay discount
- site:bestegg.com personal loans rates origination fee
- site:lendingclub.com personal loans rates origination fee
- site:upstart.com personal loans rates origination fee
- site:upgrade.com personal loans rates origination fee
- site:happy.money personal loans rates origination fee
- best prime personal loans low APR no fee lenders 2026
- best personal loans excellent credit "lightstream" "sofi" "marcus" "discover" "penfed" 2026
All fanout queries
Every fanout query for this segment, with how many models used it and which ones. Overlap between models means they translated the same buyer question into the same search, a strong signal that ranking for that query matters.
| Query | LLM Count | LLMs |
|---|---|---|
| best personal loan lenders 2026 prequalify compare rates autopay discount origination fee | 1 | Claude Sonnet 5 |
| best personal loan lenders prime credit low apr 2026 | 1 | Claude Haiku 4.5 |
| best personal loans excellent credit "lightstream" "sofi" "marcus" "discover" "penfed" 2026 | 1 | Gemini 3.5 Flash |
| best personal loans excellent credit low apr no origination fee autopay discount 2026 nerdwallet bankrate forbes advisor | 1 | GPT 5.5 |
| best personal loans for excellent credit low apr 2024 2025 comparison | 1 | DeepSeek V4 Pro |
| best personal loans for excellent credit low apr no fees 2026 | 1 | Claude Sonnet 5 |
| best prime personal loans low apr no fee lenders 2026 | 1 | Gemini 3.5 Flash |
| discover personal loans rates no origination fee 2026 | 1 | GPT 5.5 |
| lightstream personal loans rates no fees excellent credit autopay discount | 1 | GPT 5.5 |
| personal loans lowest apr transparent pricing no origination fee | 1 | Claude Haiku 4.5 |
| prosper discover rocket loans best egg personal loan prime credit 2026 | 1 | Claude Haiku 4.5 |
| site:americanexpress.com personal loans rates no origination fee | 1 | GPT 5.5 |
| site:bestegg.com personal loans rates origination fee | 1 | GPT 5.5 |
| site:citizensbank.com personal loans rates no origination fee autopay discount | 1 | GPT 5.5 |
| site:discover.com personal-loans rates fees origination fee | 1 | GPT 5.5 |
| site:happy.money personal loans rates origination fee | 1 | GPT 5.5 |
| site:laurelroad.com personal loans rates origination fee autopay discount | 1 | GPT 5.5 |
| site:lendingclub.com personal loans rates origination fee | 1 | GPT 5.5 |
| site:lightstream.com personal loans rates fees autopay discount | 1 | GPT 5.5 |
| site:marcus.com personal loan rates fees origination fee | 1 | GPT 5.5 |
| site:penfed.org personal loans rates fees | 1 | GPT 5.5 |
| site:pnc.com personal loan rates fees no origination fee | 1 | GPT 5.5 |
| site:sofi.com personal loans apr origination fees autopay discount | 1 | GPT 5.5 |
| site:upgrade.com personal loans rates origination fee | 1 | GPT 5.5 |
| site:upstart.com personal loans rates origination fee | 1 | GPT 5.5 |
| site:usbank.com personal loan rates fees origination fee autopay discount | 1 | GPT 5.5 |
| site:wellsfargo.com personal loan rates fees origination fee | 1 | GPT 5.5 |
| sofi lightstream marcus personal loan comparison best rates excellent credit | 1 | DeepSeek V4 Pro |
| sofi personal loans rates no fees autopay discount 2026 | 1 | GPT 5.5 |
| top fintech personal loan companies excellent credit | 1 | Claude Haiku 4.5 |
| top personal loan lenders prime credit lowest rates no origination fees 2025 | 1 | DeepSeek V4 Pro |