What LLMs cite
How can I get approved for a loan fast?
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
LightStream
Leads across all key metrics
AI engines mentioning
3 of 4
LightStream appears in 3 of 4 AI engines
#1 recommendations
1
LightStream was the #1 recommendation once.
AI answer share
75%
LightStream 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 | LightStream Claim your company | 3 of 4 | 1 | 75% |
| 2 | sofi Claim | 3 of 4 | 2 | 75% |
| 3 | UpStart Claim | 3 of 4 | 0 | 75% |
| 4 | Rocket Loans Claim | 1 of 4 | 0 | 25% |
| 5 | Cash Central Claim | 3 of 4 | 0 | 75% |
| 6 | Upgrade Claim | 1 of 4 | 0 | 25% |
| 7 | CreditNinja Claim | 3 of 4 | 0 | 75% |
| 8 | Best Egg Claim | 2 of 4 | 0 | 50% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
+15 more in this answer
Gemini
Perplexity
- 1. sofi
- 2. UpStart
- 3. LightStream
- 4. Cash Central
- 5. CreditNinja
- 20. FASTLOAN Advance
Claude
No listed companies extracted from this model’s response.
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- cashcentral.com Cash Central: Payday Loans & Installment Loans - Get an ...
- creditninja.com No Credit Check Loans Online
- sofi.com Personal Loans - Apply Online, Same Day Funding | SoFi
- upstart.com Low Rates Personal Loans Online | Upstart
- achieve.com Achieve Personal Loans
- avant.com Avant Personal Loans
- bestegg.com Best Egg Personal Loans
- discover.com Discover Personal Loans
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
LightStream currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
LightStream currently leads this conversation.
- #1 LightStream 75%
- #2 sofi 75%
- #3 UpStart 75%
- #4 Rocket Loans 25%
- #5 Cash Central 75%
- #6 Upgrade 25%
- #7 CreditNinja 75%
- #8 Best Egg 50%
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
- How can I get approved for a loan fast?
- Market
- United States
- AI engines
- Claude, ChatGPT, Gemini, and Perplexity
- Research date
- October 29, 2026