Predict How Your Audience Will React
Describe your target audience. Upload your content. Get feedback from thousands of AI personas that match your exact demographics—before you post.
Like Having a Massive Focus Group On Demand
Test your content with thousands of AI personas that perfectly match your target audience—every single time.
How CrowdLab Works
From audience description to actionable insights in minutes
Describe Your Audience
Tell us about your target audience in plain language. Our AI analyzes your description and extrapolates detailed demographic data.
Verify Demographics & Select Metrics
Review and confirm the demographic breakdown. Choose which metrics you want to track—engagement, sentiment, reach, or custom goals.
Upload Your Content
Add your photos, captions, and tags. Test complete posts exactly as they'll appear on social media.
Review Detailed Results
View engagement rate predictions (like rate, comment rate, share rate). See distribution charts showing how personas responded. Read individual persona feedback with their demographics and reasoning. Get actionable suggestions synthesized from all responses.
Comprehensive Test Results
Every test delivers actionable insights you can use immediately to optimize your content
- Like Rate: 2.4% (120 out of 5,000 followers)
- Comment Rate: 0.8% (40 comments expected)
- Share Rate: 0.5% (25 shares expected)
- Overall Engagement Rate: 3.7%
- See each persona's profile (age, location, interests)
- View their engagement decision (like/comment/share/save)
- Read their detailed feedback and reasoning
- Filter by demographics or engagement level
- What Worked Well: Top 3-5 positive takeaways
- Areas for Improvement: Specific suggestions
- Key Themes: Recurring feedback topics
- Sentiment Analysis: Positive, neutral, or negative
- Distribution charts: How many would like vs not like
- Engagement breakdowns: Comment count distributions
- Benchmark comparisons: Your rate vs industry average
- Interactive filtering: Explore patterns in responses
Real Example: Instagram Post Test
Testing a fitness post with 10 AI personas representing your 5,000 followers
“Your workout demonstration resonated well, but 70% of personas wanted more context about the benefits. Adding a caption about specific muscle groups could boost engagement to 45%.”
Scale Your Audience Testing
What used to require focus groups, surveys, and weeks of time now happens in seconds
Each test uses thousands of unique AI personas
Instant feedback from your entire target audience
Personas match your exact audience specifications
Test as many variations as you need
“I used to guess what would work. Now I see exact engagement predictions, read individual persona feedback, and get specific suggestions before posting. My engagement rate doubled because I know what resonates before I hit publish.”