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only what wins

We help you figure out what to build by conducting deep user research—mining real conversations, running AI interviews, and validating ideas—so you can make confident product decisions in days, not months.

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Most products fail. Yours doesn't have to.

Traditional user research takes months and still misses the mark. AI changes everything—now you can understand your users deeply and know what to build before writing a single line of code.

Building products nobody wants
Guessing instead of understanding what users actually need
Missing the real opportunity
Surface-level research misses breakthrough insights
Slow research, missed opportunities
Months of traditional research while competitors move fast

From idea to insight in days

Our AI agents conduct deep user research to help you understand what to build

1

Discover & Research

Multiple AI agents fan out across the internet to gather comprehensive data about your market and users.

Market Research
Size markets & identify trends
Conversation Mining
Analyze forums & communities
Competitive Intel
Map competitor landscape
Smart Surveys
Auto-generate & distribute
2

Engage & Validate

AI agents interact with real and synthetic users to test assumptions and validate your concept.

Synthetic User Testing
AI personas simulate real user behavior
AI-Powered Interviews
Natural conversations with smart follow-ups
Real-Time Analysis
Adapt questions based on responses
3

Get Your Research Report

Get your comprehensive research report with clear insights about what to build and why.

Your research report includes:
Deep user insights and pain points
Validated product opportunities
Market size and competitive analysis
Clear recommendations on what to build
Validation Score
87%

Research Example

See how we uncovered user insights and validated a product opportunity for a developer tools company

Key Market Insights

Conversations Analyzed
3,847
Across 12 developer communities
Primary Pain Point
"Switching between 10+ tools breaks flow state"
Mentioned 1,234 times
Product Opportunity
Unified developer workspace
87% would pay for consolidated solution

Solution Validation

Context-aware AI assistance
94% confidence score
Integrated terminal + editor
91% confidence score
Smart project templates
88% confidence score
Social coding features
32% confidence - not recommended

Sample Research Report

# User Research Report
Based on analysis of 3,847 user conversations
## Key User Insights
Research reveals developers struggle with tool fragmentation, spending 2+ hours daily switching contexts. Primary pain point: "cognitive overhead of managing multiple tools breaks deep work flow..."
## Validated Opportunity
"Unified workspace that consolidates essential developer tools"
[View Full Research Report →]

Deep research, clear insights

Six specialized AI agents working together to understand your users and market

Market Intelligence

Analyzes market size, growth trends, and opportunities

Conversation Mining

Extracts insights from thousands of real discussions

Competitive Intel

Maps competitive landscape and identifies gaps

Smart Surveys

Creates and runs adaptive surveys automatically

User Simulation

Tests concepts with AI-powered user personas

AI Interviews

Conducts natural conversations with smart follow-ups

Your insights, delivered

All agent research synthesized into clear, actionable recommendations

Ready to build the right thing?

Join founders who use deep user research to build products people actually want. Get clear insights about what to build in days.

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Decide in days, not months
Fast validation means faster wins
Evidence-backed insights
Every recommendation validated by real user data
Build only what wins
Focus on products and features users actually want