Sonderous evaluates your web product as real user personas — with their context, their literacy, their device — and surfaces the findings your team can actually act on.
30% improvement in onboarding completion — in a single sprint.
We ran Sonderous on our own onboarding flow and found friction points we'd walked past for months. Fixing what it surfaced moved completion by 30% in one sprint. That's the kind of finding you don't get from QA.
Your team knows your product too well to see it fresh.
QA testers find what's broken. They don't find the task that's three clicks too deep for a first-time user, the error message that sends someone to the wrong support team, or the form that completely fails on a mid-range Android device.
Real user research is slow, expensive, and rarely covers the edge cases that matter most. By the time you have findings, the problem has been live for weeks.
There's a gap between what you ship and what your users experience. Sonderous closes it.
Define who matters. Set a goal. Sonderous walks the path and reports back — with screenshots, friction logs, and accessibility findings tied to specific moments.
First-time user on mobile. Returning customer with low bandwidth. Power user on a screen reader. Each persona has context, literacy, device, and goals — the things that shape how a real human encounters your product.
An AI agent navigates as the persona, step by step, on the device they would use. It hesitates where they would hesitate. It backtracks where they would backtrack. Every moment is logged. Every screen is captured.
Findings ranked by severity. Friction points tied to specific steps. Accessibility violations linked to specific elements. Evidence captured. Recommendations included. Ready to share with your team.
Submitted the form, waited 90 seconds, no SMS. Refreshed. Lost the form data. Gave up.
Typed a password. Submit failed. Only then learned about the symbol requirement. 4.2s of confusion.
Single h1, h2 and h3 nested correctly. Screen readers will announce a coherent outline.
Every Sonderous run captures every angle. No more switching tools, stitching reports, or hoping the audit you bought covers the issue you're worried about.
Did the persona finish? Where exactly did they stop, and why?
Every hesitation, confusion, wrong path, and backtrack — logged at each step.
WCAG 2.1 AA evaluated on every run, with element-level findings. Continuous coverage.
Core Web Vitals across the pages your personas actually visit, on the devices they use.
Established usability principles, surfaced in context — tied to specific moments, not a checklist.
Every step captured. Every finding linked to exactly what the persona saw on screen.
Optional embedded SDK adds inside-out data: real sessions, real Core Web Vitals, real errors.
Audit-trail-ready findings against your registered standards. Every finding, every run, traceable.
Sonderous deploys into your infrastructure, on your terms. We work with your team to fit your security, compliance, and operational requirements — no one-size-fits-all SaaS trade-offs.
Runs inside your own environment. Nothing shared with other customers. Your data never leaves your control.
AI inference runs in your chosen cloud region. Data stays in your jurisdiction — configured to meet your compliance requirements.
Integrates with your existing identity provider. MFA enforced. No new user store to manage.
Every run, every step, every cost — logged and immutable. Who triggered what, when, and what the AI saw.
Sonderous is in private access. Join the waitlist and we'll reach out to discuss your use case.