“Best robo-advisor for beginners”
Which brands do AI models actually recommend for this finance & insurance question? We re-run this regularly and track how the answers shift.
10
AI Models
43
Snapshots
70
Brands Detected
80
Sources Cited
45 brands come up when 10 AI models answer “Best robo-advisor for beginners”. We re-run this prompt every few days with web search on across ChatGPT, Claude, Gemini, Grok, DeepSeek, and Perplexity.
What AI models recommend
10 models queried · Last scanned Sep 15
Unanimous
10/10 models recommend Betterment
ChatGPT
Claude
DeepSeek
Gemini
Grok
Perplexity| Brand | ChatGPT | Claude | DeepSeek | Ddeepseek-chat | Gemini | Ggemini-3-flash | Ggpt-5 | Grok | Ggrok-4-1-fast | Perplexity | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|
 Betterment | 10/10 | ||||||||||
 Fidelity | 10/10 | ||||||||||
 Fidelity Go | 10/10 | ||||||||||
 Wealthfront | 8/10 | ||||||||||
 Balance | 7/10 | ||||||||||
 Acorns | 5/10 | ||||||||||
 Ease | 5/10 | ||||||||||
 Go | 5/10 | ||||||||||
 On | 5/10 | ||||||||||
 Schwab Intelligent Portfolios | 5/10 | ||||||||||
 Vanguard | 5/10 | ||||||||||
 Vanguard Digital Advisor | 5/10 | ||||||||||
 Money | 4/10 | ||||||||||
 SoFi | 4/10 | ||||||||||
 SoFi Automated Investing | 4/10 | ||||||||||
 NerdWallet | 3/10 | ||||||||||
 Impact | 2/10 | ||||||||||
 Advantage | 2/10 | ||||||||||
 Kiplinger | 2/10 | ||||||||||
 OpenAI | 2/10 | ||||||||||
 Forbes | 2/10 | ||||||||||
 forbes.com | 2/10 | ||||||||||
 nerdwallet.com | 2/10 | ||||||||||
 CLEAR | 1/10 | ||||||||||
 Fully | 1/10 | ||||||||||
 Fidelity Flex | 1/10 | ||||||||||
 Chime | 1/10 | ||||||||||
 Meet | 1/10 | ||||||||||
 Ally Invest | 1/10 | ||||||||||
 ally.com | 1/10 | ||||||||||
 Gold | 1/10 | ||||||||||
 Stash | 1/10 | ||||||||||
 Betterment Digital | 1/10 | ||||||||||
 Front | 1/10 | ||||||||||
 PDF | 1/10 | ||||||||||
 SAFe | 1/10 | ||||||||||
 Wealthfront Automated Investing | 1/10 | ||||||||||
 Bankrate | 1/10 | ||||||||||
 CNBC | 1/10 | ||||||||||
 Investopedia | 1/10 | ||||||||||
 Later | 1/10 | ||||||||||
 bankrate.com | 1/10 | ||||||||||
 cnbc.com | 1/10 | ||||||||||
 investopedia.com | 1/10 | ||||||||||
 Fidelity Flex funds | 1/10 |
Key Quotes
Claude“If you're just starting out with little money, Fidelity Go or Betterment are the top picks.”
“Fidelity Go: - Why it’s great for beginners: No minimum initial investment and no advisory fees for balances under $25,000.”
DeepSeek“If you have under $1,000 to invest: Fidelity Go® is the clear winner because of its $0 fee on accounts under $25,000 and low minimum to start investing ($10).”
“For very small balances, Fidelity Go or SoFi Automated Investing (which is also fee-free) are mathematically your best options.”
Gemini“When you are starting out with a small balance, typical percentage-based fees can eat into your growth—but Fidelity Go lets you build a portfolio entirely fee-free.”
Finance & Insurance brand rankings
Brands ranked by how many AI models mention them. Trend shows change since the last scan.
DGGGDGGGDGGGDGGDGGDGGGGGGGGGGGGGFinance & Insurance brand visibility over time
Track how brand mentions shift across AI models over time.
What changed and when
Every brand addition, removal, and citation change logged with timestamps.
Claude rank changed for EaseDeepSeek stopped mentioning WealthfrontDeepSeek stopped mentioning forbes.comDeepSeek stopped mentioning AcornsDeepSeek stopped mentioning ImpactDeepSeek stopped mentioning cnbc.comDeepSeek stopped mentioning Fidelity FlexDeepSeek added citation vanguard.comDeepSeek added citation betterment.comDeepSeek added citation fidelity.comWhere AI models get their sources
Domains cited by AI models when answering this prompt, ranked by how many models reference them.
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