“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.
6
AI Models
24
Snapshots
47
Brands Detected
44
Sources Cited
32 brands come up when 6 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
6 models queried · Last scanned Apr 15
Unanimous
6/6 models recommend Betterment
ChatGPT
Claude
DeepSeek
Gemini
Grok
Perplexity| Brand | ChatGPT | Claude | DeepSeek | Gemini | Grok | Perplexity | Total |
|---|---|---|---|---|---|---|---|
 Betterment | 6/6 | ||||||
 Fidelity | 6/6 | ||||||
 Fidelity Go | 6/6 | ||||||
 Balance | 5/6 | ||||||
 Wealthfront | 5/6 | ||||||
 NerdWallet | 4/6 | ||||||
 Schwab Intelligent Portfolios | 4/6 | ||||||
 Vanguard Digital Advisor | 4/6 | ||||||
 Ease | 3/6 | ||||||
 Vanguard | 3/6 | ||||||
 Acorns | 2/6 | ||||||
 Fidelity Flex funds | 2/6 | ||||||
 Investopedia | 2/6 | ||||||
 investopedia.com | 2/6 | ||||||
 nerdwallet.com | 2/6 | ||||||
 Away | 2/6 | ||||||
 Forbes | 2/6 | ||||||
 forbes.com | 2/6 | ||||||
 Fidelity Investments | 1/6 | ||||||
 Fidelity Go® | 1/6 | ||||||
 Advantage | 1/6 | ||||||
 CLEAR | 1/6 | ||||||
 SoFi | 1/6 | ||||||
 SoFi Robo Investing | 1/6 | ||||||
 Split | 1/6 | ||||||
 Fully | 1/6 | ||||||
 OpenAI | 1/6 | ||||||
 Bankrate | 1/6 | ||||||
 Meet | 1/6 | ||||||
 WSJ | 1/6 | ||||||
 bankrate.com | 1/6 | ||||||
 wsj.com | 1/6 |
Key Quotes
Claude Sonnet 4.6Claude“- Fidelity Go also uses Fidelity Flex funds (Fidelity mutual funds), which have no expense ratios.”
DeepSeek V3.2DeepSeek“Runner-Up: Fidelity Go® nerdwallet.com | investopedia.com”
Gemini 3 FlashGemini“Best for Long-Term Retirement: Vanguard Digital Advisor For beginners who are focused strictly on the long haul (decades away), Vanguard offers the lowest long-term costs.”
GPT-5ChatGPT“Short answer: If you want one easy, low-cost pick, choose Fidelity Go — there’s no advisory fee until you hit $25,000, and you can start with just $10.”
Grok 4.1 FastGrok“- Limited customization compared to others.() Strong Runner-Up: Betterment Frequently rated best for beginners overall (e.g., by Investopedia), with a $0 minimum ($10 to invest) and flexible fees: $4–$5/month for small balances under ~$20k–$24k (or 0.25% AUM if you set recurring…”
Finance & Insurance brand rankings
Brands ranked by how many AI models mention them. Trend shows change since the last scan.
Finance & 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.
gpt-5 rank changed for Bettermentgemini-3-flash rank changed for Fidelity Gogemini-3-flash rank changed for SoFi Automated Investinggemini-3-flash rank changed for Fidelitydeepseek-chat started mentioning Bankratedeepseek-chat started mentioning Kiplingerdeepseek-chat started mentioning bankrate.comdeepseek-chat started mentioning kiplinger.comdeepseek-chat stopped mentioning Vanguard Digital Advisordeepseek-chat stopped mentioning WealthfrontWhere 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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