What LLMs cite
Fast Short-Term Loans
From recent prompt runs · United States · Updated October 29, 2026
GEOGrow tested this high-intent customer question across Claude, ChatGPT, Gemini, and Perplexity. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Oportun
Leads across all key metrics
AI engines mentioning
3 of 4
Oportun appears in 3 of 4 AI engines
#1 recommendations
1
Oportun was the #1 recommendation once.
AI answer share
75%
Oportun appears in 75% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated October 29, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Oportun Claim your company | 3 of 4 | 1 | 75% |
| 2 | sofi Claim | 2 of 4 | 2 | 50% |
| 3 | Upgrade Claim | 2 of 4 | 0 | 50% |
| 4 | UpStart Claim | 2 of 4 | 0 | 50% |
| 5 | LendingClub Claim | 1 of 4 | 0 | 25% |
| 6 | Ace Cash Claim | 3 of 4 | 0 | 75% |
| 7 | LendingPoint Claim | 2 of 4 | 0 | 50% |
| 8 | Check Into Cash Claim | 3 of 4 | 0 | 75% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Oportun
- 2. Upgrade
- 3. UpStart
- 4. LendingPoint
- 5. Avant
- 6. OneMain Financial
+15 more in this answer
Gemini
- 1. sofi
- 2. Upgrade
- 3. Oportun
- 4. Ace Cash
- 5. Check Into Cash
- 6. OneMain Financial
+15 more in this answer
Perplexity
- 20. FASTLOAN Advance
Claude
- 1. sofi
- 3. LendingClub
- 4. Oportun
- 5. Check Into Cash
- 6. Ace Cash
- 8. LightStream
+13 more in this answer
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- consumeraffairs.com 5 Best Quick Loans (2026) | ConsumerAffairs®
- money.usnews.com Best Same-Day Personal Loans of October 2026
- nerdwallet.com Best Personal Loans of October 2026: Compare Rates
- finance.yahoo.com Same Day Loans Online with Instant Approval
- youtube.com Need Money Now? 6 Apps That Approve You Instantly (Bad ...
- wallethub.com 5 Best Same-Day Loans of 2026: Get Approved Instantly
- acecashexpress.com California Payday Loans, Online & In-Store
- checkintocash.com Payday Loans, Title Loans and Cash Advance Centers
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Oportun currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Oportun currently leads this conversation.
- #1 Oportun 75%
- #2 sofi 50%
- #3 Upgrade 50%
- #4 UpStart 50%
- #5 LendingClub 25%
- #6 Ace Cash 75%
- #7 LendingPoint 50%
- #8 Check Into Cash 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.
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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
- Fast Short-Term Loans
- Market
- United States
- AI engines
- Claude, ChatGPT, Gemini, and Perplexity
- Research date
- October 29, 2026