How SimUser AI Works
A complete AI-powered pipeline from URL to actionable UX insights. No SDKs, no code changes, no human testers required.
Connect Your Repository
Link your codebase and SimUser AI automatically detects changes, triggers test runs, and keeps your flows in sync.
Connect your GitHub or GitLab repository
SimUser AI detects new commits and PRs
Automatically triggers persona test sessions
Results posted as PR comments and Slack alerts
Seamless CI/CD integration — test every deploy with zero manual effort.
Auto Flow Discovery
Provide your app URL and credentials. SimUser AI's discovery engine automatically maps your application's flows.
Provide application URL + credentials
Playwright agent explores your application
Identifies navigation paths and interactive elements
Constructs structured flow maps (7-10 steps each)
Each flow represents a meaningful user journey — Sign Up, Onboarding, Checkout, etc.
Dashboard & Flow Management
A central command center to manage your flows, personas, and test results in one place.
Visual Flow Diagrams
Interactive visual representations of every discovered user flow, with step-by-step navigation paths.
Manual Flow Builder
Create and customize flows manually when you need precise control over specific user journeys.
Persona Manager
Configure persona profiles, assign them to flows, and fine-tune behavioral parameters.
Live Test Status
Real-time monitoring of active test sessions with live progress updates and preliminary results.
AI Persona Engine
7 built-in personas with complete behavioral profiles. Each carries patience levels, tech savviness, goals, and frustration triggers.
Select personas for your flows
Each persona navigates independently
Create custom personas for your audience
Execution Engine
Agentic loop with up to 30 turns per session. Each persona navigates your app with realistic human behavior patterns.
14 Browser Tools
Navigation, clicking, form input, file upload, scrolling, waiting, screenshot capture, network interception, and assertion validation.
Screenshot Capture
Every interaction step is captured as a screenshot for visual evidence.
Video Recording
Complete session video showing exactly how the persona navigated your app.
Action Logs
Detailed logs of every decision point and observation the persona made.
Report Engine
Comprehensive experience reports that transform raw interactions into actionable product intelligence.
NPS Score (0-10)
Reflects the persona's overall experience based on behavioral profile and friction encountered.
Qualitative Feedback
User-voice observations, not technical QA language — 'I couldn't figure out how to get back to the dashboard.'
Bug Detection
Functional issues, broken links, error states, and unexpected behaviors encountered during the session.
Confusion Points
Moments where the persona hesitated, backtracked, or failed to find the expected path.
Quality Grade (A-F)
Breakdown across NPS, goal completion, bugs found, and confusion points.
Consolidated Reports
Multi-persona synthesis: '3 of 5 personas failed to complete checkout at the same payment form step.'
Self-Healing Architecture
When your code changes, SimUser AI adapts automatically. No broken tests, no manual re-configuration.
Change Detection
Detects that previously mapped flows no longer match the current application state.
Re-Discovery
AI agent re-explores affected areas, identifying new elements, modified paths, and changed interactions.
Flow Adaptation
Existing flow definitions are updated. New steps added, removed steps pruned, modified interactions adjusted.
Persona Re-Calibration
Persona sessions re-run against updated flows, ensuring feedback reflects the current product state.
60-80%
reduction in test maintenance
81%
cost savings vs traditional QA
Ready to Transform Your Testing?
Join the waitlist — limited spots for teams that want to co-create the product.