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Thematic Catalysts: Using Alternative Data to Track Structural Market Shifts

How institutional investors use thematic catalyst analysis and alternative data signal intensity to identify structural market shifts before they reach consensus.

Thematic investing has become more common across institutional strategies — from sector rotation to long-term structural themes. But identifying which themes are genuinely gaining momentum versus which are just well-covered narratives is harder than it looks. By the time a theme is on the cover of a financial magazine, the edge is often gone.

Alternative data offers a different approach: instead of tracking analyst coverage or fund flows, you track the digital signal intensity of a theme directly — how search, social, news, and behavioral data around it are moving in aggregate. When multiple s

Paradox Intelligence Research

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