01
Data exists, but does not work
Surveys, chats, reviews and CRM data remain scattered and unused.
02
The market speaks elsewhere
People explain their doubts, pains and alternatives in public comments — not in the brand’s own funnel.
03
AI without data fabricates confidence
General models can generate ideas, but FACTUM is built to verify them against real market signals.