Now in early access

You think users
get your product.
They left at second 30.

5,000 diverse persona agent clients browse your product and tell you where they dropped and why they didn't pay — in 28 minutes.

No setup. First 50 teams free.

Traditional UX Research Racoonn
⏱ 2–4 weeks to get results → Report in 28 min
💸 $3,000+ minimum budget → Starts at $49
🗓 Recruit, schedule, interview → Just paste a URL
racoonn · live run
$ racoonn run --url yourapp.com --agents 5000
✓ Spawning 5,000 diverse persona agents...
[Mei, 21, SG] Navigating onboarding...
[Tyler, 29, TX] Testing checkout...
[Klaus, 54, DE] Reading pricing page...
...
⚡ 78/100 done (6m 12s)
✓ Critical drop: /signup step 3 (−31%)
✓ 14 clients rage-clicked mobile nav
$
📋 Report ready
28 min · 847 interactions
Model Training Foundation
100K+
Sessions Analyzed
Real user interactions powering every insight
5,000
Persona Profiles
Ages 18–65 across 24 countries
500+
B2C Products
Top-performing products analyzed
28m
Avg Report Time
URL to full report, no setup
24
Countries
Global diversity, all markets
12
Industries
SaaS, e-commerce, fintech & more
Notion · Stripe · Figma · Airbnb · Linear · Vercel · Loom · Miro · Framer · Raycast · Superhuman · Cron · Clerk · Resend · PlanetScale · Neon · +484 more
Three feedback methods. Three lies.

Every way you test today
is broken.

💸
Recruiting real users
$3,000 minimum. 3 weeks to recruit. And they're too polite to tell you your product is confusing.
Expensive + Slow + Biased
🤝
Friends & teammates
They know your vision. They want you to succeed. Their feedback is encouragement, not signal.
Too friendly to be useful
📊
GA & Hotjar data
Tells you WHERE they left. Never tells you WHY. You're left guessing at fixes.
What, not Why
How It Works

How Racoonn works

Paste a URL. 5,000 AI agents browse your product independently — each with a unique persona, intent, and mental model. You get a full report in 28 minutes.

01
Paste your URL

Any product, landing page, or onboarding flow. That's all you need — no tagging, no SDK, no setup calls.

⚡ Takes 10 seconds
02
5,000 AI personas browse

We deploy 5,000 diverse persona agents — different ages, locations, goals, and tech comfort levels. Each one browses your product and records exactly what they think and why they drop off.

🤖 Fully automated
03
Get your report

Prioritized issues with affected visitor counts, inner monologues, drop-off by section, and actionable fixes — ready in under 30 minutes.

📋 Results in <30 min
Step 01 — Input
Your product URL
https://yourproduct.com Analyze →
No account required
Works on any public URL
No code, no SDK, no tagging
SaaS, e-commerce, portfolio — any page
Trained on 500+ top B2C products — every insight is grounded in what actually converts, not generic UX theory.
Step 02 — Running agents
Persona agent
Persona agent
Persona agent
Persona agent
Persona agent
Persona agent
Persona agent
Persona agent
Persona agent
Persona agent
Agents analyzing your product5,000 personas
18–65 age range 24 countries 12 industries
Step 03 — Your report
Missing pricing clarity
Affected 9 of 25 sampled personas
P1
CLI hero alienates non-technical users
Affected 6 of 25 sampled personas
P1
Demo only shows B2C SaaS use case
Affected 7 of 25 sampled personas
P2
18/100
Conversion rate
2 critical blockers identified
Under the Hood

Inside the
28-minute run.

Every agent is handpicked, calibrated with a unique intent, and browses your product just like a real user — independently making decisions, hitting dead ends, and recording exactly why they left.

01
Agent Selection

We pull from a pool of 5,000 diverse profiles — matched to your market by age, country, role, and tech fluency. No random sampling: each agent is weighted to reflect your real target audience.

02
Intent & Message Calibration

Each agent arrives with a unique intent — comparing tools, ready to buy, casually browsing, or skeptical. They also "see" your real marketing copy, so their reaction is grounded in your actual message.

03
Live Product Browsing

Agents autonomously scroll, click, read, and navigate your product. They follow no script — each session is unique, driven by the agent's persona and intent, simulating genuine first-time user behavior.

04
Independent Drop-off Detection

When an agent hits confusion, frustration, or a dead end, they decide to leave — and log exactly where and why. No guessing: each drop-off includes the agent's inner monologue at the moment they quit.

05
Report & Design Fixes

All sessions are synthesized into a prioritized report — ranked issues, affected persona segments, conversion funnel data, and specific, actionable design recommendations your team can ship this week.

Step 01 — Agent Pool
Mei
Mei, 21
Singapore
SaaS Founder
Tyler
Tyler, 29
Texas, US
Marketer
Ana
Ana, 36
São Paulo
Designer
Klaus
Klaus, 54
Berlin
CTO
Priya
Priya, 27
Bangalore
PM
Léa
Léa, 24
Paris
Freelancer
Highlighted agents match your product's target market. Weights are applied so the distribution mirrors real traffic — not a random sample.
Step 02 — Intent Assignment
Mei
Mei, 21 · Singapore
Saw your tweet. Curious but skeptical about AI tools.
Skeptic
Tyler
Tyler, 29 · Texas
Googled "user testing alternative". Comparing 3 tools.
Comparing
Klaus
Klaus, 54 · Berlin
Budget approved. Ready to buy if pricing is clear.
Ready to buy
Léa
Léa, 24 · Paris
Friend recommended it. Just browsing for now.
Browsing
Step 03 — Agent Session · Mei, 21 · Singapore
https://yourproduct.com
✓
Landed on homepage. Read hero headline.0:04
✓
Scrolled to "How it works" section.0:22
?
Clicked pricing — saw "Contact us" only.0:41
?
Searched for a free trial button. Not found.0:58
✗
Left tab open. Never returned.1:12
"If there's no trial, I'll just use the free tool I already know. Not worth the risk."
Step 04 — Drop-off Map
Mei
Mei — Dropped at Pricing
"No trial option visible. Too risky to commit."
✗
Tyler
Tyler — Dropped at Signup Step 3
"Asked for credit card too early. I barely know the product."
✗
Klaus
Klaus — Converted ✓
"Annual plan pricing was clear. Signed up."
✓
Léa
Léa — Dropped at Hero
"Didn't understand what it does in 5 seconds."
✗
Step 05 — Prioritized Report
P1
No free trial or low-risk entry point visible
3,100 agents
P1
Hero copy unclear for non-technical visitors
2,400 agents
P2
Credit card required too early in signup flow
1,800 agents
Design fixes this week
Add "Start free — no card" CTA above the fold
Rewrite hero to lead with the outcome, not the process
Move credit card to step 5, after first value moment
Lovable.dev · Example Racoonn Report · 5,000 persona agents · 25 min

This is what
your report looks like.

Real behavior paths. Real thoughts. Real drop-off numbers. Click an agent client to see their experience.

Racoonn Report · lovable.dev · March 24, 2026
Run complete
Select agent client
AI persona agent profile photo
Mei Lin
Singapore · 21 yrs
💼Design student
📱iPhone 14
🎯Build a portfolio site
💰Price-sensitive
⚡ Dropped at deploy step
Behavior path
✓
Landing
✓
Sign up
✓
First prompt
✓
App built
?
Edit app
✗
Deploy
Inner monologue
AI persona
"Is this a website builder or an AI chatbot? I'll just try typing something..."
AI persona
"Oh wow — it actually built a real page. That was fast. This feels like magic."
AI persona
"Connect my domain?? What does that even mean? Did I break something?"
AI persona
"I don't see a 'share' button anywhere. I'll just come back later... [never returns]"
Issues found
P1Deploy step assumes domain knowledge — no plain-language option to just share a link41 clients
P2Progress bar disappears during build — users don't know if it's still working28 clients
P3Blank prompt input — 34% of users paused 30+ sec unsure what to type34 clients
Landing
100%
Sign up
78%
−22%
First prompt
61%
−17%
App built
47%
−14%
Edit app
31%
−16%
Deploy
18%
−13%
−22%
lost before even signing up — landing page doesn't explain value fast enough
−17%
confused at blank prompt — no example, no hint of what to type
82%
of users never deployed — deploy step assumes domain knowledge users don't have
P1
Add a "Share link" shortcut before the deploy step
82% of users never reached deploy. A simple "copy link to share" option would let users complete their goal without needing domain knowledge.
↑ Est. +18% conversion
P2
Show example prompts on the blank input screen
34% of users stalled 30+ seconds at the prompt screen. Add 3 tappable example prompts ("Build me a landing page for...") to reduce blank-page paralysis.
↑ Est. +11% at prompt step
P3
Show a persistent build progress indicator
28 clients thought the app had crashed during build. A visible progress bar or animated status message reduces abandonment while waiting.
↑ Est. +8% retention at build step
P4
Rewrite the landing page headline for non-technical users
22% dropped before signup. Mobile users (mostly 18–25) didn't understand "vibe-code your app" — plain language like "build a real website by describing it" tested better.
↑ Est. +7% signup rate
P5
Optimize edit panel for mobile — current overlay is too small
Mobile users (Klaus, Priya, Léa) all struggled with the edit panel tap targets. Recommend bottom-sheet pattern on screens under 430px.
Conversion — completed signup & created first app
18 out of 100 sampled agent clients completed the key action · 2 critical blockers identified
18/100
conversion rate

What's your product's
conversion rate right now?

Paste your URL. We'll run 5,000 diverse persona agent clients and tell you exactly what's breaking — before your real users give up.

🔗
✉️

Free for first 50 teams. No credit card required.

Get Early Access 🦝
Join the waitlist — first 50 teams analyze free.
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✉️
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