
BlackRock Owns AI. Active Doesn't.
BlackRock and Vanguard own AI discovery on scale alone. Active managers are losing the answer before the buyer ever calls — here's how they close the citation gap.

BlackRock and Vanguard own AI discovery on scale alone. Active managers are losing the answer before the buyer ever calls — here's how they close the citation gap.

A $250M hedge fund with 0.02% of Exxon placed three directors on the board on May 26, 2021. BlackRock, Vanguard, and State Street voted with the activist. The canonical ESG case.

The inaugural Asset Managers Citation Share Index 2026 — which firms ChatGPT, Claude, Gemini, Perplexity, AI Overviews cite. BlackRock owns scale. Vanguard owns low-cost. Fidelity owns retail. State Street owns SPDR. Capital Group owns active.

Hedge funds spent 20 years marketing through events, networks, and exclusive editorial. That model breaks when allocators run the first diagnostic inside ChatGPT and Perplexity. How Bridgewater, Two Sigma, and AQR quietly built the citation stack — and how mid-sized funds catch up.