What LLMs cite
bad credit personal loans
From recent prompt runs · United States · Updated October 31, 2026
GEOGrow tested this high-intent customer question across ChatGPT, Gemini, Perplexity, and Claude. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Credible
Leads across all key metrics
AI engines mentioning
3 of 4
Credible appears in 3 of 4 AI engines
#1 recommendations
1
Credible was the #1 recommendation once.
AI answer share
75%
Credible appears in 75% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated October 31, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Credible Claim your company | 3 of 4 | 1 | 75% |
| 2 | OneMain Financial Claim | 2 of 4 | 1 | 50% |
| 3 | Upstart Claim | 2 of 4 | 1 | 50% |
| 4 | Avant Claim | 2 of 4 | 0 | 50% |
| 5 | LendingTree Claim | 1 of 4 | 0 | 25% |
| 6 | Oportun Claim | 4 of 4 | 0 | 100% |
| 7 | LendingClub Claim | 3 of 4 | 0 | 75% |
| 8 | Prosper Claim | 3 of 4 | 0 | 75% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 4. Credible
- 5. Oportun
- 7. Universal Credit
- 9. Achieve
- 11. Best Egg
- 12. LendingClub
+7 more in this answer
Gemini
- 1. OneMain Financial
- 2. UpStart
- 3. Avant
- 4. Oportun
- 5. Upgrade
- 6. LendingPoint
+15 more in this answer
Perplexity
- 1. Credible
- 4. Oportun
- 5. Prosper
- 20. FASTLOAN Advance
Claude
- 1. Upstart
- 2. OneMain Financial
- 3. LendingTree
- 4. Avant
- 5. LendingClub
- 6. Upgrade
+15 more in this answer
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- lendingtree.com Best Personal Loans for Bad Credit in September 2026 | LendingTree
- bankrate.com Best Bad Credit Loans
- credible.com Best Personal Loans for Bad Credit in September 2026 – Credible
- money.com Best Personal Loans of September 2026 | Money
- wallethub.com Compare Personal Loans for Bad Credit in 2026 – WalletHub
- experian.com Best Personal Loans: Check Rates & Apply Online
- nerdwallet.com Best Loans for Bad Credit of September 2026 – NerdWallet
- cnbc.com Best Personal Loans for Bad Credit of September 2026 – CNBC Select
Related questions
See how this market performs for the questions customers are asking AI.
- Which law firm companies are known for reliable service? Baker McKenzie
- Who are the best law firm companies? Kirkland & Ellis
- Which law firm companies should I compare for legal or public affairs? Baker McKenzie
- What are alternatives to leading law firm companies? Baker McKenzie
- Who should I call for legal or public affairs? Baker McKenzie
- personal loans for bad credit Upstart
- Where can I get a personal loan fast? OneMain Financial
- Best online personal loan platforms for bad credit with instant pre-qualification UpStart
- Best 24/7 online personal loan connection services for bad credit Acorn Finance
- best personal loans options sofi
- best personal loans for fast access to funds LightStream
- best personal loans for Covering major expenses or unexpected costs sofi
- Emergency personal loans for bad credit with no hard credit check OppLoans
- personal loans vs transparency of lender terms and fees Credible
- best personal loans for Need for fast access to funds LightStream
- Fast Personal Loans LightStream
- How to get a quick personal loan for emergency home repairs? LightStream
- Best personal loans preapproval sofi
Markets move fast once AI patterns set in.
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Credible currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Credible currently leads this conversation.
- #1 Credible 75%
- #2
- #3 Upstart 50%
- #4 Avant 50%
- #5 LendingTree 25%
- #6 Oportun 100%
- #7 LendingClub 75%
- #8 Prosper 75%
Get ahead of the competition
Defend this answer before competitors close the gap.
Multiple businesses already appear in this answer set. Claim your company, improve your visibility, and compete for the recommendations students and institutions will actually see.
Leading in AI is an advantage — keeping it is the strategy.
Turn current visibility into durable pipeline with GEOGrow.
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How We Measure AI Answer Share
AI Answer Tracker by GEOGrow measures how companies appear when high-intent customer questions are asked across supported AI platforms. Results are observational snapshots and can vary by model, location, personalization, source availability, and date.
AI Answer Share is weighted recommendation appearances divided by all possible recommendation opportunities. Rankings shown here represent the responses collected during the stated research period and are not endorsements by GEOGrow. Method: 4 independent AI observations.
- Question tested
- bad credit personal loans
- Market
- United States
- AI engines
- ChatGPT, Gemini, Perplexity, and Claude
- Research date
- October 31, 2026