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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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.

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

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

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

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.

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

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

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.

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

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

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

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.
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