We model millions of real behavioral patterns to create synthetic users. Test any segment you need and get results in hours.
Vectorial AI is 30% more accurate in predicting how users respond with opinions to different products than standard LLMs, and it outperforms state-of-the-art behavior foundation models in predicting user behavior.
Success rate in predicting the correct topics of a user persona's opinion given a product and its features
Our Synthetic users learn from real users how to Think / Act / Perceive Stimulus. Cross-pollinated from real data, enterprise insights, and user behavior.
Real voices from Reddit, LinkedIn, YouTube, App Stores, and more.
Conversations from Gong, Intercom, Productboard, surveys.
Behavior from Amplitude, Google Ads, analytics tools.
Validated and refined through real-user feedback loops.
From Discovery to launch and growth, Vectorial gives you a simulation layer for every decision.
We've built the only platform that delivers complete behavioral coverage with validation you can trust—at the speed of building.
Test across thousands of user segments and behavioral patterns—not just the easiest-to-reach respondents.
1000+ synthetic user profiles per audience room vs. 10-50 traditional interview participants
Validation grounded in millions of real behavioral patterns and demographic data, not small sample guesswork.
95%+ behavioral accuracy vs. statistical uncertainty from n=20 samples
Test 24/7 across your entire user base.
Iterate in hours, not months—before you commit engineering resources. Hours to validated decision vs. 2-3 months for traditional research cycles
Validate across hard-to-reach populations and edge scenarios that traditional research misses or can't afford to test.
Access to any user segment on-demand vs. months recruiting specialized demographics
Research and Simulate any kind of Interaction with your Users - Interfaces, Content, Voice, & more
See how teams are using Vectorial to transform their product development process