Synthetic Research Alternatives: A Buyer's Guide for Enterprise Teams

The synthetic research category has grown fast and the platforms inside it are not interchangeable. This page explains the categories, the major platforms in each, and how to choose between them — from the perspective of an enterprise team evaluating multiple options.

Decision intelligence platforms

Built for enterprise leaders modeling decisions across multiple stakeholder types. Examples: Acumen.

AI market research platforms

Built for marketing teams running segmentation, positioning, message testing. Examples: Evidenza, Lakmoos AI, Yabble.

AI user research platforms

Built for product, UX and design teams. Examples: Synthetic Users, Persona, NativeAI.

Vertical-specific synthetic insights platforms

Built for specific industries with their own panel infrastructure. Examples: ZoomRx Sagan, Sermo Realtime, Within3.