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

SoFi is visible in Roth IRA AI responses but rarely recommended, with its biggest gap in pricing and fees prompts across ChatGPT and Google AI Mode.

Robinhood appears often in AI answers for Roth IRAs, but rarely makes top-three shortlists, with the biggest weakness in pricing and fee comparisons.

June 2026 benchmark of Merrill Edge in the Roth IRA market shows low AI recommendation coverage, weak shortlist visibility, and negative sentiment concentrated.

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.

E*TRADE is visible in Roth IRA AI results but rarely recommended, with weak top-three placement and major gaps in pricing, fees, and comparison queries.

Fidelity leads Roth IRA recommendation quality in AI results, but lower mention rates than Charles Schwab and Vanguard limit its presence in discovery and.

June 2026 benchmark of Charles Schwab in Roth IRAs shows category-leading AI recommendation coverage, strong pricing and comparison performance, and a clear.

Vanguard ranks second in Roth IRAs for AI mention presence, but low first-place recommendations and weaker pricing-and-fees performance limit shortlist.
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