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Insights

Reports, methodologies, and field notes.

From the VeReach team — what we learn while building Editable Intelligence for the AI-first market.

Published · May 22, 2026

New paper: GEO-SFE — How content structure shapes AI citation behavior

Our latest research introduces GEO-SFE, a structural feature engineering framework for generative engine optimization. Across six mainstream AI engines, structural rewrites lift citation rate by 17.3% and subjective quality by 18.5%.

Research GEO Paper
Junwei Yu Junwei Yu CEO

Published · May 20, 2026

Introducing Editable Intelligence

VeReach is building an editable cognitive system that turns distributed, large-scale multimodal information into effective business decisions, and uses generative AI to deliver positive influence back into the market.

Platform Editable Intelligence
VeReach Team
VeReach

VeReach turns multimodal market signals into structured decisions and AI-visible brand influence — one platform combining Digital Market Intelligence (DMI) and Generative Engine Optimization (GEO).

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