Data as of Aug 25, 2026 · Based on 2,533 AI responses · See how Parse measures this
Retirement Account Rollovers & IRAs
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Fidelity Investments currently leads AI recommendations for IRA and retirement account rollovers, having overtaken for the top spot between November 2025 and March 2026. While the big three brokerages remain dominant, AI models increasingly cite challengers like and for automated investing and beginner-friendly options.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | A top contender with a user-friendly platform and strong customer support. | 80% | |
| 2 | The top-ranked choice, praised for planning tools, low costs, and smooth rollovers. | 78% | |
| 3 | 62% | ||
| 4 | 23% | ||
| 5 | The leading robo-advisor recommendation for automated, hands-off portfolio management. | 19% | |
| 6 | A rising robo-advisor cited for automated investing and goal-based planning. | 13% | |
| 7 | 11% | ||
| 8 | 10% | ||
| 9 | Cited for unique perks like IRA contribution matches and access to planners. | 9% | |
| 10 | 5% | ||
| 11 | An emerging recommendation, noted for simple interfaces and occasional transfer bonuses. | 4% | |
| 12 | 4% | ||
| 13 | 4% | ||
| 14 | 3% | ||
| 15 | 3% | ||
| 16 | 3% | ||
| 17 | The primary choice for ultra-low-cost index funds and long-term, passive investors. | 3% | |
| 18 | 2% | ||
| 19 | 2% | ||
| 20 | 2% | ||
| 21 | 2% | ||
| 22 | 2% | ||
| 23 | 2% | ||
| 24 | 2% | ||
| 25 | 1% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
fidelity.com is the page AI reaches for most here, cited in 49% of analyzed answers.
“A top low-cost provider listed among others” → “The primary choice for low costs, but with a less intuitive user interface than rivals”
Jumped from rank #14 in Nov 2025 to #6 by Mar 2026.
Fell from rank #6 in Nov 2025 to #11 by Mar 2026.
Rose from rank #19 in Nov 2025 to #8 by Mar 2026.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 89% | 88% | ||
| 80% | 84% | ||
| 63% | 55% | ||
| 21% | 20% | ||
| 7% | 11% |
The two models disagree most about Fidelity Go (ChatGPT #10, Google #25) and Ascensus (ChatGPT #9, Google #19).
Fidelity Investments currently leads AI recommendations for IRA and retirement account rollovers, having overtaken Charles Schwab for the top spot between November 2025 and March 2026. While the big three brokerages remain dominant, AI models increasingly cite challengers like Wealthfront and Betterment for automated investing and beginner-friendly options.
Across 2,533 AI responses, Charles Schwab is mentioned most, named in 80% of them, followed by Fidelity Investments (78%) and Vanguard Investments Canada (62%).
Parse measures each brand's mention rate — the share of answers naming it — across 2,533 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI assistants consistently favor rolling over to an IRA for greater investment flexibility, citing Fidelity, Charles Schwab, and
Vanguard as the top provider choices. Over time, responses have added more nuance, discussing the pros of keeping funds in a 401(k) for creditor protection or to simplify future backdoor Roth IRA contributions. The core recommendation of the top three brokers for an IRA rollover has remained stable.
Brands mentioned
AI assistants consistently favor rolling over to an IRA for greater investment flexibility, citing Fidelity, Charles Schwab, and
Vanguard as the top provider choices. Over time, responses have added more nuance, discussing the pros of keeping funds in a 401(k) for creditor protection or to simplify future backdoor Roth IRA contributions. The core recommendation of the top three brokers for an IRA rollover has remained stable.
AI responses consistently provide a clear, step-by-step guide: check eligibility, pick a broker, fund the account, and invest the money. Fidelity, Charles Schwab, and are universally recommended for beginners due to their low or no account minimums. Later responses also began including robo-advisors as a hands-off alternative for new investors.
Brands mentioned
I want to start investing with a small amount of money. How do I open my first Roth IRA?
AI responses consistently provide a clear, step-by-step guide: check eligibility, pick a broker, fund the account, and invest the money. Fidelity, Charles Schwab, and
Vanguard are universally recommended for beginners due to their low or no account minimums. Later responses also began including robo-advisors as a hands-off alternative for new investors.
The market map
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