Fastest-ever Research and Iteration on Your
Products
- Against Every User Segment.
We model millions of real behavioral patterns to train target users. Test any segment you need and get results in hours.
We model millions of real behavioral patterns to train target 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 our state-of-the-art behavior model SAPIENS outperforms other foundation model in predicting user behavior.
Success rate in predicting the correct topics of a user persona's opinion given a product and its features
Vectorial 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+ real user profiles per audience 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
Run validation tests 24/7 across your entire user base—no scheduling delays or recruitment bottlenecks.
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.
Any user segment on-demand vs. months recruiting specialized demographics
Research and Simulate any kind of Interaction with your Users - Interfaces, Content, Voice, & more
Uncover unmet needs, decision patterns, and pain points across different segments, and validate product hypothesis
Simulate how different segments discover and engage with your brand to identify conversion barriers.
Simulate conversations with target buyer personas to uncover pain points, objections, and buying criteria before your first call
Map how different user types navigate your product—their actions, friction points, and decision moments—to identify drop-off causes and optimization opportunities.
Test messaging variations across target personas to identify which concept resonates and attracts your ideal customer.
Test your demo videos against buyer personas to identify what resonates, what confuses, and what drives next steps.
Test multiple concepts against real user behaviors and preferences to validate which design best meets your success criteria before development
Test whether your video narrative and pacing land with different audience segments before launch.
Simulate your demo flow to anticipate where different buyers lose interest, what questions arise, and which points need reinforcement.
Simulate how different audience segments respond to your product videos and onboarding flows to optimize comprehension and activation rates.
Test headlines, value props, and CTAs to identify what drives clicks and converts visitors.
Test your outreach messaging across buyer personas to validate which hooks, pain points, and value props drive responses.
Test your chatbot against hundreds of realistic scenarios with diverse user segments before real-world deployment
Monitor how your brand is perceived across different segments to uncover positioning gaps and messaging opportunities.
Coming soon!