Make AI customers test before users do.

Fraser autonomously tests your product with AI customers, turns feedback into fixes, and continuously improves your product, all within your team’s existing workflow.

@Canaan created this channel. This is the very beginning of the # general channel. (Edit description)

Today
Trusted by
teams at:
Cartesia
E2B
MongoDB
PostHog
Notion
Google
Key
NVIDIA
Cartesia
E2B
MongoDB
PostHog
Notion
Google
Key
NVIDIA

Product decisions move faster than customer feedback can keep up.

Teams lose days synthesising analytics

Finding why users drop off means piecing together fragmented data across tools.

Customer friction goes undetected

Too many users hit broken or confusing experiences before teams can respond.

Create AI personas from
real customer data

User
User
PM
PM
Labelling user dataAI Vision & Audio

Turn interviews into AI personas

Transform user interviews into AI personas grounded in real customer conversations.

PostHogread-only
Sessions read0
#4821exit · plan picker0:42
#4822rage-click · Continue1:07
#4823exit · signup0:19
#4824back · plan picker2:15
#4825idle 30s · pricing1:53
#4826exit · empty state0:08
#4827rage-click · Compare0:57

Enrich AI personas with context

Feed AI personas real user behavior from tools like PostHog.

Patricia’s run3 filed

Add to basket does nothing

LYT-482screenshot · Pixel 8

Keyboard covers Continue

CHK-119screenshot · iPhone SE

Skip sits below the fold

#214screenshot · Web

You approve every ticket. Fraser has no code access.

Turn findings into tickets

Send issues directly to Jira, Linear, Github with context attached.

Why teams use simulations

What do my customers think of my new revamp?
iPhone users · US95% confidence
Confidence level95%
LowHigh

Validate design choices

Find friction in user flows before launch.

!Missing e.preventDefault() — form conflict on mobile.
// CheckoutButton.tsx
onClick={() => handleSubmit()}
+onClick={(e) => { e.preventDefault(); handleSubmit(); }}
disabled={isLoading}
Fix applied

Catch bugs

Detect broken features before production.

👩🏻Sarah
🧑🏽Tyler
👩🏾Maya
🧑🏼Jordan
👨🏿Alex

Improve UX

See where users get confused before you ship.

👩🏻
SIM-Maya-Writer-01
I don't like the wording on landing.
What do you not like about it?
👩🏻
SIM-Maya-Writer-01
Pretty much, the use of "was" is everywhere.

Persona Debrief

Follow up with AI personas to understand the rationale behind every action.

A
Authenticated states
Test flows behind login, paywalls, and role gates.
LoginAdmin
M
Multi-step journeys
Walk through onboarding, checkout, and complex forms.
OnboardingCheckout

Navigate complex product flows

Test the pages, states, and edge cases that ordinary agents cannot access.

Lythe
MCP
GitHub
Jira
Claude Code
Cursor
Codex
MCP Server

From feedback to fix

Turn user issues into prioritized fixes your team can approve and build.

Built with teams who test.