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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M1 Finance appears in 17.6% of AI responses on robo-advisors but earns recommendation credit in only 8.6%, with its biggest gap in ChatGPT and comparison.

Analysis of Betterment's position in the robo-advisor market, highlighting strong recommendation coverage, weaker rank-one pricing performance, and platform.

Wealthfront ranks second in robo-advisor AI recommendations, leading in rank-one placements but trailing Betterment in overall coverage, with gaps on Copilot.

Analysis of Vanguard Digital Advisor in the robo-advisor market shows strong trust signals but weak recommendation conversion, especially in pricing and fee.

June 2026 benchmark of SoFi Automated Investing in the robo-advisor market across six AI platforms, showing low recommendation coverage despite positive.

Ellevest is visible across AI-driven robo-advisor results but rarely recommended, with neutral mentions dominating and Betterment and Wealthfront displacing it.

Analysis of Schwab Intelligent Portfolios in the robo-advisor market shows strong AI mention visibility but weaker shortlist conversion, especially on ChatGPT.

Analysis of Fidelity Go in the robo-advisor market shows strong sentiment but weaker recommendation rates, especially in pricing and fee comparisons across AI.

June 2026 benchmark of Acorns in robo-advisors across six AI platforms shows strong mention visibility but weak recommendation conversion, especially in.
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