What LLMs cite

get emergency funds with a poor credit score

From recent prompt runs · US · Updated October 22, 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

MoneyMutual

Leads across all key metrics

AI engines mentioning

2 of 4

MoneyMutual appears in 2 of 4 AI engines

#1 recommendations

1

MoneyMutual was the #1 recommendation once.

AI answer share

50%

MoneyMutual appears in 50% of answers in our tests

Top AI Answers

Which companies appear most often in AI responses?

Updated October 22, 2026

Company AI Answer Share across AI engines
#CompanyAI engines mentioning#1 recommendationsAI answer share
1MoneyMutual Claim your company2 of 4150%
2Findhelp Claim1 of 4125%
3Oportun Claim1 of 4125%
4OppLoans (OppFi) Claim1 of 4125%
5OneMain Financial Claim3 of 4075%
6BadCreditLoans.com Claim2 of 4050%
7The Salvation Army Emergency Assistance Claim1 of 4025%
8Upstart Claim1 of 4025%

What Each AI Recommended

Recent answer snapshots by engine.

What LLMs cite

Sources cited in the most recent prompt runs for this question. The mix varies by engine.

View full citation index →

Who's Winning in AI?

AI Leaderboard · Based on this buyer question

MoneyMutual currently leads this conversation.

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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
get emergency funds with a poor credit score
Market
US
AI engines
ChatGPT, Gemini, Perplexity, and Claude
Research date
October 22, 2026