AI-generated prototypes are rapidly transforming how teams explore ideas. Tools like Figma Make, V0, Lovable, Bolt, Base44, Replit and many others now allow you to turn prompts into interactive interfaces in seconds. But even the most impressive AI output still needs one thing: validation from real users.
Ballpark makes testing AI prototypes simple. Any tool that publishes a URL like a quick MVP, concept page, or low-fidelity prototype will work with Ballpark’s Website task. This means you lets you gather real user behaviour, screen recordings, and follow-up insights instantly on your prototype.
Testing a conventional Figma prototype instead?
Ballpark already supports native Figma prototype testing. Read the Figma prototype guide →
Why test AI prototypes?
AI prototyping accelerates creation, but it can’t guarantee clarity, usability, or comprehension. Ballpark helps you validate whether your AI-generated experience actually works for users.
Test any AI-generated prototype that shares a URL: If your tool outputs a link, you can test it, with no code or integrations required.
Watch real user behavior with screen + webcam recording: See where users click, how they navigate, and what they say aloud while completing your tasks.
Add follow-up questions to explore reasoning: Use survey steps after the interaction to understand why users behaved the way they did.
Compare AI flows with competitors or benchmarks: Place multiple URLs in one test to understand how your AI concept performs against real examples.
Track time-on-task automatically: Ballpark shows how long each participant spent on the task and the overall averages.
How to test an AI prototype in Ballpark
Ballpark uses the Website task to test any prototype accessible via a URL.
To record user behavior:
Open any study in Ballpark
Click Add step in the sidebar
Select Website task
Write your task instructions (e.g., “Try to complete this flow and talk us through your thinking.”)
Paste your AI prototype URL and click Update
In the left sidebar, select Record
Enable Screen recording and Webcam
Add any follow-up survey questions you want after the task
You'll get full visibility into how users interact with your prototype
Note: The Website task works best on desktop due to mobile browser screen recording limitations. Restrict the devices that can take a test →