Fast, reliable UX testing for AI products

Validate your AI features with the exact users you need—in hours, not weeks.

Trusted by leading names in AI

Stanford
Google
Ai2
Huggingface

Why Prolific for testing AI products?

Diverse participant pool
Pinpoint UX issues across your customer base. Tap into 200,000+ verified, diverse AI Taskers and Domain Experts.
Rapid testing cycles
Run UX tasks in hours. Iterate quickly and meet tight deadlines, without sacrificing quality.
Seamless integrations
Remove the friction between insights and improvements. Plug Prolific straight into your existing workflows through our API.

Overview

Effective UX testing involves more than technical evaluation. You need to understand how real people interact with your products.

This enables you to find usability gaps, set the right user expectations, and deliver both high technical performance and exceptional user experiences before launch.

Challenge

Testing AI interfaces presents unique challenges. Where do you find test users who represent your customer base? How do you meet aggressive release schedules without sacrificing quality?

If you can’t solve these challenges, you’ll struggle to truly understand if people are happy with your user experience. This risks post-launch issues that damage product adoption and user trust.

Solution

Prolific removes testing bottlenecks by giving you instant access to participants who match your target demographics. You can rapidly deploy structured testing protocols without sacrificing quality standards.

With built‑in screening and verification, you get high‑quality feedback to drive actionable improvements. Combined with our API‑first platform, you’ll seamlessly turn insights into product decisions faster than ever.

How fast-moving AI teams use Prolific

Trusted by AI/ML developers, researchers, and leading organizations across industries

High-skilled annotators
Shovels used Prolific to find high-skilled, specialist participants to label building permits. These labels form the basis of quality datasets that become a baseline for the accuracy of their AI model.
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Shovels
Text-to-image AI models
Prolific’s streamlined participant management process meant the researchers could achieve a high level of engagement and satisfaction among participants. This was necessary for obtaining high-quality data.
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Carnegie Mellon University
Research the future of work
By offering a user-friendly platform, pre-verified participants, and advanced screening options, Prolific enabled Asana to immediately customize their target audience with extreme precision.
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Find the exact users you need to test your AI products today