How AI search views Roth IRAs.

AI Company Market Strategy Reports powered by LLM Authority Index. Each report shows how AI systems surface, compare, and recommend your specific brand — with remediation priorities for AEO, citation architecture, and SEO visibility.

Independent market intelligence - Not case studies

SHOWING 1-12 OF 12

Merrill Edge AI Market Strategy Report - Roth IRAs

Merrill Edge AI Market Strategy Report - Roth IRAs

Merrill Edge ranks last in Roth IRAs for AI recommendation visibility, with 7.8% coverage, weak top-three placement, and a clear gap between mentions and.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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SoFi AI Market Strategy Report - Roth IRAs

SoFi AI Market Strategy Report - Roth IRAs

SoFi ranks seventh in Roth IRAs for September 2026, with strong sentiment but weak shortlist placement across AI answers, especially on ChatGPT and Gemini.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Betterment LLC AI Market Strategy Report - Roth IRAs

Betterment LLC AI Market Strategy Report - Roth IRAs

Betterment ranked fifth in Roth IRAs with 59.1% recommendation coverage and strong sentiment, but weak top-three placement across ChatGPT, Copilot, and.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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E*TRADE AI Market Strategy Report - Roth IRAs

E*TRADE AI Market Strategy Report - Roth IRAs

Analysis of E*TRADE's Roth IRA positioning in AI-generated recommendations shows strong mention visibility but weak shortlist placement across ChatGPT, Gemini.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Wealthfront Corporation AI Market Strategy Report - Roth IRAs

Wealthfront Corporation AI Market Strategy Report - Roth IRAs

Wealthfront’s Roth IRA recommendation coverage fell to 42.03% in September 2026 despite 53.28% answer presence, with the biggest gaps on Perplexity and Copilot.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Charles Schwab AI Market Strategy Report - Roth IRAs

Charles Schwab AI Market Strategy Report - Roth IRAs

September 2026 analysis of Charles Schwab in Roth IRAs shows near-universal AI mention presence, but a large gap between recommendation coverage and.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Vanguard AI Market Strategy Report - Roth IRAs

Vanguard AI Market Strategy Report - Roth IRAs

Vanguard ranked third in Roth IRAs for AI recommendations in September 2026, with strong shortlist visibility but a major gap in first-position conversion.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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M1 Finance AI Market Strategy Report - Roth IRAs

M1 Finance AI Market Strategy Report - Roth IRAs

M1 Finance reached 10.62% valid recommendation coverage in Roth IRAs in September 2026, with strong sentiment but weak shortlist conversion and no rank-one.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Robinhood AI Market Strategy Report - Roth IRAs

Robinhood AI Market Strategy Report - Roth IRAs

Robinhood ranks fourth in Roth IRAs with 66.9% recommendation coverage, strong sentiment, and a large gap between frequent mentions and top-three placement.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Fidelity AI Market Strategy Report - Roth IRAs

Fidelity AI Market Strategy Report - Roth IRAs

Fidelity leads Roth IRA recommendations across major AI platforms, with near-total mention presence but weaker first-choice conversion on Gemini and Perplexity.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Wealthfront AI Market Strategy Report - Roth IRAs

Wealthfront AI Market Strategy Report - Roth IRAs

Benchmark analysis of Wealthfront's position in the Roth IRA market across major AI platforms, highlighting visibility, recommendation gaps, platform.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Betterment AI Market Strategy Report - Roth IRAs

Betterment AI Market Strategy Report - Roth IRAs

Betterment appears in 42.1% of AI responses for Roth IRAs but reaches the top three only 7.4% of the time, with its biggest gap in pricing and fees prompts.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
Read report

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