AIVIS AI Brand Index · November 2026
Which Investing app brands do AI assistants recommend?
Asked “What is the best investing app for beginners?”, AI assistants (Claude) recommended Fidelity in 100% of 4 answers, followed by Vanguard (100%) and Betterment (75%). Measured by AIVIS on November 2, 2026.
4AI answers
9brands named
4runs per engine
1AI engines (Claude)
All 9 Investing app brands AI recommends
| # | Brand | Share of answers | Share |
|---|---|---|---|
| 1 | Fidelity▲1 | 100% | |
| 2 | Vanguardnew | 100% | |
| 3 | Betterment▲1 | 75% | |
| 4 | M1 Finance▲3 | 75% | |
| 5 | Robinhood▼2 | 50% | |
| 6 | Schwabnew | 50% | |
| 7 | Charles Schwab▼2 | 25% | |
| 8 | Wealthfront▲1 | 25% | |
| 9 | Webull▲1 | 25% |
Method: the same buyer question is asked repeatedly to each AI engine; a brand counts once per answer that recommends it. Updated 2026-11-02 · 4 answers from Claude · Download the data (CSV) · JSON · CC BY 4.0
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