Realtime user research
ProdExam is AI-powered user testing for production apps. Any team member can launch studies on real users, in real flows, in real time. Create a test, share it, and watch the insights roll in.
Reading codebase via MCP
✓ Indexed 14 routes · 47 components · 6 hooks
Mapping user flow
✓ Funnel: /cart → /checkout → /pay → /confirm
Locating trigger
✓ <PayButton /> in app/checkout/page.tsx:128
fires after `submitOrder()` resolves
Drafting question · post-pay confidence
✓ rating. "How confident were you at payment?"
Drafting question · friction step
✓ multiple choice. slowest step in checkout
Drafting question · filter discovery
✓ yes / no. found the shipping filter
Drafting question · open feedback
✓ free text. what would make this faster?
› Test published. Edit anytime with the ProdExam SDK.
›
app.prodexam.com/tests/checkout-v2
Checkout v2 · Questions
Rating
Question 1
How confident did you feel that your payment went through?
Multiple Choice
Question 2
Which step in checkout slowed you down the most?
Yes / No
Question 3
Did you find the shipping filter you were looking for?
Free Text
Question 4
What would make this checkout faster?
Works with Claude Desktop, Cursor, Windsurf, and any MCP-compatible client.
AI Integration
Connect ProdExam's MCP server to Claude, Cursor, or VS Code. AI reads your codebase, then you say what you want to learn. "find out what slows people down in the onboarding flow"and it drafts the full test: where each question fires, the question type, and follow-ups. You approve with one click.
You in Claude
“Test whether a new signup can finish onboarding without getting stuck. Ask them to rate the flow and what they'd change.”
ProdExam drafted
• Trigger: reaches /onboarding/done → Rating: How clear was each step? (1–5)
• After answer → Free text: What slowed you down?
• Trigger: clicks "Skip" → Yes / No: Were you planning to come back?
For test creators
New test flow
DRAFT
MULTIPLE CHOICE
Which step slowed you down?
RATING
How easy was checkout?
FREE TEXT
What would improve it?
AI suggested
Rate overall satisfaction (1–5)
Launch test
01
Drop in rating, multiple-choice, and open-ended questions, triggered when users hit the moments that matter. Or let AI draft the whole flow from your app's code.
Share this test
×
TEST LINK
testflow.app/t/chkout-flow-x29
Copied!
LIVE TESTERS
S
M
P
K
J
+42 joining
Live now
47
responses collected
02
Send a single URL to real users, beta testers, or your team. Watch responses stream in as they come.
testflow.app/dashboard/checkout/results
Active
Checkout Flow Test
Sessions
56
47 completed
Responses
47
6 questions
Comments
18
with shots
Completion
84%
of sessions
Executive Summary
Pro
AI Summary
Users love the speed of the cart flow but hit friction at the payment step. 36% abandon before completing. Adding saved-card support could recover most.
How would you rate the navigation?
Q1
47 responses
Multiple choice
Responses
Excellent
22
(47%)
Good
15
(32%)
Average
7
(15%)
Poor
3
(6%)
Did you find what you were looking for?
Q5
47 responses
Yes / No
Responses
72%
28%
Yes
34
(72%)
No
13
(28%)
03
AI surfaces friction points, themes, and scores. Every dashboard update is one fewer meeting.
How it works
P
Welcome to the test
Help us improve the to-do app
sarah@acmeanalytics.com
I agree to participate and provide feedback
Start Test
01
Testers receive a link, enter their email, and consent to participate. No account required.
todoapp.com
My Tasks
Finish onboarding flow
Review analytics dashboard
Add export button
Weekly sync meeting
Add new task...
Question 2 of 4
Rating
How easy was it to add a new task?
Why?
The + button is easy to find
Next →
02
Users interact with your live app while answering contextual questions in a side panel.
Review your answers
Q1
How easy was sign-in?
5 stars
Q2
Rate the onboarding flow
4 stars
Q3
Any improvements?
"More color options"
Q4
Would you recommend?
Yes, definitely
4/4
Completed
2m 14s
Time spent
Submit Feedback
03
Testers review their responses, edit if needed, and submit. Feedback instantly appears in your dashboard.
Pricing
Every plan starts with a card-required 7-day trial of full Pro features. No surprise charges. Switch or cancel before the trial ends and you won't be billed.
Pro
$49
/mo
For individuals shipping product every week. 7-day free trial, card required.
Unlimited active tests
Unlimited sessions
Unlimited AI analyses
Screenshot comments
Advanced analytics
Priority support
API access
MCP integrations
Team
$39
/seat/mo
Per-seat pricing, 3 seat minimum. Save 20% annually.
Everything in Pro
Unlimited team members
Role-based permissions
Shared projects & tests
Executive AI summaries
Dedicated support
Pinpoint feedback
Comments pinned to
exactly where it matters
Participants pin observations directly on your live UI. like Figma comments, but for production apps. Every pin captures the screen, element, and surrounding context.
app.acmeanalytics.com/dashboard
A
Acme Analytics
Search...
Main
Dashboard
Analytics
Customers
Reports
Integrations
Settings
Preferences
Security
Dashboard
Monday, March 24, 2026
Last 30 days
Export
Total Revenue
$284.5k
+24% vs last period
Active Users
12,847
+18% vs last period
Conversion
3.24%
-0.8% vs last period
Avg. Session
4m 32s
+12% vs last period
Revenue Trend
Revenue
Target
Traffic Sources
Direct
40%
Organic
20%
Referral
40%
Recent Activity
View all
S
Sarah Chen
Upgraded to Pro
Upgrade
2m ago
M
Marcus Rivera
Created new project
New
8m ago
P
Priya Patel
Exported analytics report
Export
15m ago
Revenue chart needs weekly view, not monthly
just now
Where's the export button on this page?
just now
Love this layout! KPI cards are really clear
just now
3 comments
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