Understand your audience before you post
When your work is public, reactions matter. One post can build trust or create distance, and feedback often comes after it is too late to adjust.
We help creators explore how different parts of the U.S. population might respond before content goes live. You can test ideas, tone, and topics using realistic personas built from public data.
The problem: feedback comes too late
By the time you know how content landed, your next posts are already scheduled. Comments and reactions tell you what worked yesterday, not what will work tomorrow.
Most people never react
Over 97% of viewers scroll past without liking or commenting, so the loudest replies rarely reflect your full audience.
Content schedules are packed
With multiple posts per week across channels, calendars are locked in before feedback ever arrives.
Publishing outpaces feedback
At that pace, new content is already queued when comments land-making it hard to adjust what's coming next.
Why public data matters for creators
Public data captures how people differ by age, location, income, education, and household context across the U.S. It reflects real population structure, not platform algorithms or past engagement bias.
We transform this data into usable audience context, so creators can understand who they're speaking to before content goes live.
Sarah Chang
A 40-year-old Texas-based software developer with a business degree who balances a full-time tech career, a long solo commute, and parenting two school-age children in a stable five-bedroom home.
Interests
Challenges
From profile link to audience insights
We analyze your content themes and cross-reference them against U.S. public data. The system automatically identifies the specific demographics that align with your channel and builds them for you. Test your hooks, thumbnails, and topics against statistically accurate viewer profiles before you post.
Test content ideas with synthetic audiences
We generate synthetic personas that represent real demographic segments across the U.S. You can explore how different audience groups might react to topics and angles, tone and language, creative direction, and content timing.
Responses surface patterns quickly, helping you see where content resonates and where it falls flat.
What content would you like to test?
How