Know exactly what users think— instantly*
Tess interviews your users, builds a living repo of conversations, and returns clear, decision‑ready answers to your most important questions
From scattered feedback to your product's single source of truth
Every conversation builds context. Every question gets an instant answer. Every new idea gets validated in days, not weeks.
Tell Tess What You Want to Learn
Set up what you want to learn about your users—from feature validation to churn analysis. Our AI adapts to your specific product and user segments.
Research Assistant Setup
Meet Tess
Your enthusiastic User Experience Researcher who makes users feel like design partners
Communication Style
"I am so excited to chat with you today! I was hoping we could brainstorm some ideas together on how to make the app even better. Sound good?"
Tess Interviews Your Users at Scale
Mosaic identifies and engages the right users from your database, conducting natural conversations and collecting specific feedback in days instead of weeks.
Customer Interview
What's the most confusing part about using our investing platform?
Ready to start your interview
Build Irreplaceable Context
Every interaction makes the system smarter about your users, creating a irreplaceable knowledge base about your users that gets stronger over time.
AI Intelligence Engine
Collective Product Intelligence
All insights flow directly into your research repository. Ask any question about your users and get instant, research-backed answers
Product Intelligence Dashboard
Implement beginner-friendly educational tooltips - mentioned in 73% of new user interviews
Create simplified portfolio view - recurring request from 45% of users
Speed without direction builds feature factories, not beloved products
The next generation of market leaders won't just be the fastest—they'll be the most connected. By embedding continuous user feedback into every stage of development, they'll out-learn and out-build everyone else.
30%
Time PMs are expected to spend on research
80%
PMs who feel disconnected
10x
How much faster engineering has become
2-3
Months for current research cycles
73%
Features that fail to deliver value
From guesswork to certainty
Whether you need to validate a specific feature or build ongoing user intelligence, Mosaic transforms how you make product decisions.
Validate Your Next Big Bet
Before you commit engineering resources to that major feature, get definitive proof that users actually need it.
What You Get:
- Clear feature prioritization
- Risk mitigation before development
- Stakeholder alignment with data
Create a Living Roadmap, Powered by Your Users
Stop building in the dark. Set up continuous research that automatically identifies emerging user needs, tracks satisfaction trends, and alerts you to new opportunities as they arise.
What You Get:
- Weekly user sentiment tracking
- Automatic opportunity detection
- Trend analysis and alerts
- Data-driven roadmap updates
Start shipping features users actually want
Get notified when your spot opens up.
Common Questions from Product Teams
Learn how Mosaic helps busy teams stay connected with their users while shipping features.