“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
18
Snapshots
38
Brands Detected
37
Sources Cited
31 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 Mar 29
Unanimous
6/6 models recommend Fidelity
ChatGPT
Claude
DeepSeek
Gemini
Grok
Perplexity| Brand | ChatGPT | Claude | DeepSeek | Gemini | Grok | Perplexity | Total |
|---|---|---|---|---|---|---|---|
 Fidelity | 6/6 | ||||||
 Fidelity Go | 6/6 | ||||||
 Betterment | 5/6 | ||||||
 Acorns | 4/6 | ||||||
 Fidelity Flex funds | 4/6 | ||||||
 SoFi | 4/6 | ||||||
 Wealthfront | 4/6 | ||||||
 Schwab Intelligent Portfolios | 3/6 | ||||||
 Bankrate | 3/6 | ||||||
 SoFi Automated Investing | 3/6 | ||||||
 bankrate.com | 2/6 | ||||||
 Vanguard Digital Advisor | 2/6 | ||||||
 NerdWallet | 2/6 | ||||||
 Unbiased | 2/6 | ||||||
 Fidelity Investments | 1/6 | ||||||
 SoFi Robo Investing | 1/6 | ||||||
 Kiplinger | 1/6 | ||||||
 kiplinger.com | 1/6 | ||||||
 Betterment Digital | 1/6 | ||||||
 OpenAI | 1/6 | ||||||
 PDF | 1/6 | ||||||
 Vanguard | 1/6 | ||||||
 CNBC | 1/6 | ||||||
 Forbes | 1/6 | ||||||
 Meet | 1/6 | ||||||
 Unbiased.com | 1/6 | ||||||
 forbes.com | 1/6 | ||||||
 nerdwallet.com | 1/6 | ||||||
 Morningstar | 1/6 | ||||||
 Vanguard ETFs | 1/6 | ||||||
 YouTube | 1/6 |
Key Quotes
Claude Sonnet 4.6Claude“→ Go with Betterment, Fidelity Go, or Acorns”
DeepSeek V3.2DeepSeek“- Source: Kiplinger For beginners, Fidelity Go stands out due to its simplicity, affordability, and robust features.”
Gemini 3 FlashGemini“Best for Low Costs (Under $25k): Fidelity Go If you want to avoid management fees entirely while you're starting out, Fidelity Go is the strongest choice.”
GPT-5ChatGPT“- Easiest free option under $25,000: Fidelity Go - $0 advisory fee when your balance is under $25,000; 0.35% annually once you hit $25,000.”
Grok 4.1 FastGrok“Fidelity Go or Betterment (lowest barriers).()”
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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