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How to get structured UX reviews with User Research Agent

AI AGENTS4 minIntermediate

Share your prototype or product and receive severity-rated UX findings within a day.

How to get structured UX reviews with User Research Agent

What you'll learn

  • How to submit prototypes and live products for UX evaluation
  • How to interpret severity-rated findings
  • How to act on structured recommendations quickly
  • How to integrate UX reviews into your product development cycle

What is User Research Agent?

User Research Agent is an AI specialist that evaluates prototypes and live products through structured UX reviews. Share a URL, screenshot, video recording, or written description and get back organized findings with severity ratings — from minor polish to critical blockers. Think of it as having a UX researcher on-demand who delivers thorough feedback without the two-week wait.

Common use cases

  • Product managers: Validate feature concepts before engineering starts
  • Designers: Get objective feedback on interface decisions
  • Engineers: Check if implementation matches intended UX
  • Startups: Conduct UX audits without hiring a researcher
  • Agencies: Quality-check client deliverables before handoff
  • Teams: Make quick go/no-go decisions within sprint cycles

Get your UX review step by step

STEP 1: Open User Research Agent

  • On web: Go to green-salad-4efd.toolsminati.workers.dev/ai-agent/?agentId=research-agent → Click "Hire User Research Agent"
  • On mobile: Open Picsart app → AI Agents → Select "User Research Agent"
Hire research agent

STEP 2: Submit your product for review

Choose how to share what you're building:

  • URL: Paste link to your live site or prototype (Figma, InVision, etc.)
  • Screenshot: Upload images of key screens or flows
  • Video recording: Share a walkthrough or user session recording
  • Description: Write out what you're building if it's early-stage

STEP 3: Receive structured findings

The agent analyzes your submission and generates a UX review organized by severity — critical issues that block user goals, major friction points, minor polish opportunities, and positive patterns to keep. Results typically arrive within a few hours.

STEP 4: Review and prioritize

Check the findings and decide what to act on: Need more detail on a specific issue? Ask follow-up questions or submit an updated version after making changes.

  • Start with critical severity items — these typically block core user tasks
  • Group similar issues to identify patterns in your design
  • Use severity ratings to argue for fixes when prioritizing with your team
Get UX review

Tips for best results

💡 Submit complete flows, not isolated screens

The agent evaluates how users accomplish tasks. Share the full path from entry point to goal completion — login through checkout, onboarding through first value, search through purchase.

💡 Include context about your users

Mention who uses your product and what they're trying to do. "E-commerce checkout for first-time mobile shoppers" gets better feedback than just "checkout page."

💡 Run reviews at key decision points

Get feedback before committing to engineering work, before client presentations, or before launching to users. Early reviews catch issues when they're still cheap to fix.

💡 Use findings to educate your team

Share the review with engineers and stakeholders. Severity ratings and specific examples help non-designers understand why UX issues matter and what needs fixing first.

Frequently asked questions

User Research Agent is an AI that evaluates your prototypes and live products through structured UX reviews. You submit a URL, screenshots, video, or description. The agent analyzes it and returns organized findings with severity ratings — critical blockers, major friction, minor polish, and positive patterns. Most reviews complete within a few hours.

Yes. You don't need a working prototype. Submit wireframes, mockups, or even a written description of what you're planning to build. The agent evaluates against UX principles and common patterns, so it can spot potential issues before you write any code.

Critical issues block users from completing core tasks — fix these first. Major issues create significant friction but have workarounds. Minor issues are polish opportunities that improve experience but don't stop users. Use these ratings to argue for resources and make trade-off decisions with your team.

You can start for free. Initial reviews and basic feedback are available at no cost. Advanced features and higher review volumes may require a paid plan.

Ready to validate your design?

Get structured UX feedback on your prototype or product in hours, not weeks.

Start UX review