Articos
Articos is an AI user research platform that delivers validated insights in 30 minutes instead of weeks. Built for agencies, consultants, marketing and business consultants, and product teams, Articos replaces slow, expensive traditional research with synthetic personas — AI-generated users that simulate your target audience for in-depth interviews, A/B testing, and messaging validation.
Use Articos to validate positioning before a launch, test landing page variants before spending ad budget, understand unfamiliar industries before client pitches, and explore audience needs before building features. No recruiting, no survey panels, no waiting weeks for results.
Key features: AI-generated personas, automated user interviews, A/B landing page testing, persona comparison analytics, white-label-ready reports, customizable interview scripts, and real-time insights.
Learn more
POPJAM
POPJAM simulates your audience to discover the winning hooks—and generates variants (copy + creatives) tailored for each segment.
Just a website URL is enough for POPJAM agents to deep research your product and competitive landscape, build the right target audience segments, craft synthetic but hyper-realistic personas with user behavior modeling and then generate hyper-personalized, high converting ads that speak to them. You can pre-test your ad creatives on these synthetic personas and iterate new variants based on the feedback.
Preliminary Research:
Context engineering of your brand and industry sets the winning foundation.
Synthetic Personas:
Buyer behavior modeling that matches your target audience segments.
Simulation Feedback:
Personas react to ads with detailed feedback to find the best angles.
Variants & Iteration:
Autonomous generation of high-converting ad variants at scale.
Learn more
YouGov
On-demand access to an ever-growing source of consumer insights. Always-on audience research to over 24 million panel members in 55 markets. We call it living data. Constantly evolving, connected intelligence. Discover what your audience was thinking, feeling, doing, and buying yesterday, 5 years ago, and today. Actionable answers from your audience - from syndicated data and in-depth custom research to quick surveys and polls. Equip yourself with the knowledge to deliver more successful campaigns. With over 24 million registered panel members worldwide, YouGov helps you build the most complete picture of your customers’ complex lives. Our pioneering solutions help the world’s most recognized brands, media owners, and agencies to explore, plan, activate, and track better marketing activities. YouGov works continuously to remain the biggest, most representative, and most connected proprietary panel in the market.
Learn more
Snap
Snap enables instant usability testing by creating AI personas that simulate real users. Upload a Figma prototype, website URL, or product screenshot, then instruct the AI personas to perform tasks, explore flows, and provide feedback. Within minutes, you receive session recordings, transcripts, and actionable recommendations, no recruiting or scheduling required. You can define custom personas based on interview transcripts or audience descriptions, select screens or pages to test, and run multiple AI participants concurrently. The platform consolidates insights across participants and delivers reports that mirror human-user test results. Snap is designed to replace weeks of manual usability testing with fast, scalable, AI-driven experiments to validate design decisions, uncover usability issues, and iterate more effectively.
Learn more
