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 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
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 your URL. 5,000 AI personas independently browse your product — each with a different goal, background, and reason for visiting. You get a full breakdown of exactly what broke and why, in 28 minutes.
01
Paste your URL
Any product, landing page, or onboarding flow — no code, no SDK, no setup. Just a URL and we take it from there.
⚡ Takes 10 seconds to start02
AI selects 5,000 personas
Every persona is built from real human background data — demographics, purchase patterns, and digital behavior studies across 40+ countries. Matched to your product category and market. Not generic bots.
🎯 Product-matched diversity03
Each assigned intent + scenario
Every persona gets a unique intent (skeptic, ready-to-buy, comparing, just browsing) and a marketing message context. They arrive the way real traffic does — not uniformly.
🧠 Real intent distribution04
Personas browse & judge independently
Each agent scrolls, clicks, and navigates your product flow on their own — no scripts, no hints. They decide when something confuses them and drop off exactly like a real visitor.
🤖 Fully automated · 28 min05
Report + design fixes
Every drop-off mapped to the exact moment and reason. Issues ranked by impact. Specific design fixes your team can act on this week — not vague advice.
📋 Actionable within hoursStep 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 & B2B products — each persona grounded in real purchase behavior and demographic data, not generic UX theory.
Step 02 — Persona Matching
Mei, 21
Singapore
Mobile-first
Tyler, 29
Texas
SaaS buyer
Klaus, 54
Berlin
Enterprise
Ana, 36
São Paulo
SMB owner
James, 44
London
Enterprise
Priya, 27
Mumbai
Mobile-first
Sofia, 33
Milan
SaaS buyer
+4,993
more matched
Trained on real humans — Each persona is built from verified demographic profiles, purchase behavior studies, and tech comfort data. AI matches the best-fit 5,000 to your product. Not random noise.
Step 03 — Intent & Scenario
PersonaIntentArrives via
Mei, 21 · SGSkepticTwitter ad
Tyler, 29 · TXComparingG2 review
Klaus, 54 · DEReady to buyGoogle search
Ana, 36 · BRBrowsingLinkedIn post
Priya, 27 · INSkepticProduct Hunt
+ 4,995 more assigned unique intent & entry context...
Real traffic mix — 40% skeptics, 25% comparing, 20% ready-to-buy, 15% browsing. Mirrors actual conversion funnel distribution.
LIVE RUN · 5,000 AGENTS
28 min
Mei, 21 · Singapore Skeptic
Hero→Features→Pricing ✗
"No free trial visible. Too risky to commit."
Tyler, 29 · Texas Comparing
Hero→Demo→Signup ⚠
"Asked for credit card too early."
Klaus, 54 · Berlin Ready to buy
Hero→Pricing→Signup→Converted ✓
"Annual plan was clear. Signed up immediately."
Ana, 36 · São Paulo Browsing
Hero ✗
"Didn't understand it in 5 seconds."
+ 4,996 more agents running in parallel...
18%converted
3critical issues
28mtotal time
Step 05 — Report & Fixes
Missing pricing clarity
Affected 9 of 25 sampled personas
P1
💡 Fix: Add a "Start free, no credit card" line directly under the CTA button. Reduces Skeptic drop-off by ~34%.
CLI hero alienates non-technical users
Affected 6 of 25 sampled personas
P1
💡 Fix: Lead with a URL input field instead of a code block. Add a "No code needed" badge. Retains 23% more non-dev personas.
Demo only shows B2C SaaS use case
Affected 7 of 25 sampled personas
P2
💡 Fix: Add 3 industry tabs (SaaS / E-commerce / Agency) to the demo section. Increases relevance signal for 40% of traffic.
L
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.
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
"Is this a website builder or an AI chatbot? I'll just try typing something..."
"Oh wow — it actually built a real page. That was fast. This feels like magic."
"Connect my domain?? What does that even mean? Did I break something?"
"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−22%
78%
First prompt−17%
61%
App built−14%
47%
Edit app−16%
31%
Deploy−13%
18%
−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% conversionP2
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 stepP3
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 stepP4
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 rateP5
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.