To generate large-scale survey feedback
MINUTES
LOWER COSTS
Than running early-stage field research
BETTER DESIGN
By testing surveys before launch
BROADER COVERAGE
For niche or underrepresented audiences
AI POWERED RESEARCH
Synthethic Survey
THE BUSINESS PROBLEM
Research Often Breaks Down Before The Real Learning Begins
SURVEYS
Slow & Expensive
Launching and managing human studies at scale takes time, budget, and operational effort many teams do not have.
AUDIENCE
Hard To Reach
Smaller or niche groups are often underrepresented, making it hard to get reliable directional insight early.
QUESTIONS
Hard To Ask
Sensitive, hypothetical, or pre-release topics can be difficult to test safely with real respondents.
THE SOLUTION
Synthetic Surveys. Fast, Scalable Directional Insights.
Create personas based on attributes such as age, gender, ethnicity, occupation, and location.
1.
Build Synthetic Audiences
2.
Run Your Survey
Ask the same questions you would ask real respondents and receive contextual, reasoned answers at scale.
3.
Improve Before Launch
Spot weak wording, confusing prompts, and segment differences before committing to human research spend.
THE BUSINESS PROBLEM
Research Often Breaks Down Before The Real Learning Begins
Synthetic personas are created using U.S. Census-inspired demographic structure and enriched with auto-generated life stories.
Persona
Generation
Reasoned
Responses
LLMs do more than choose answers. They provide explanations, trade-offs, and emotional context that make outputs more useful.
Realistic
Imperfection
LLMs are not perfect, and that matters. Synthetic respondents can behave with nuance rather than acting like rigid rule systems.
PERSONA SNAPSHOT
A Brief Idea Of The Personas Your Team Can Model
MARKET RESEARCH LEAD
NEEDS...
Faster Learning Before Investing In Field Studies
Uses Synthetic Surveys to pressure-test questionnaires, compare audience segments, and reduce wasted research cycles.
PRODUCT MANAGER
NEEDS...
Early Feedback Before Launch
Uses synthetic audiences to explore reactions to features, messaging, and concepts before real users are available at scale.
RESEARCHERS
NEEDS...
Insight Where Human Testing Is Constrained
Uses synthetic surveys to study sensitive concepts, rare cohorts, or scenarios that are difficult to test directly with people.
Unlock Research That Cannot Easily Be Done With Humans Alone.
BEST USE CASES
Explore questions that are difficult to ask directly in traditional surveys.
SENSATIVE CONCEPTS
LARGE SCALE PROTESTING
Refine surveys before launching major studies, including very large survey programs.
SMALL SAMPLE GAPS
Supplement directionally useful insight where certain audience segments are hard to recruit.
QUICK DECISIONS
Move from idea to feedback fast, without the full cost and delay of traditional fieldwork.