Let AI agents use your app before your customers do.

What your users would hit: errors on screen, buttons and links that do nothing, forms that reject good input, dead ends, steps that wait too long, and wording that sends people the wrong way. Each problem comes with who hit it, the step, the screenshot and what to fix first.

We tested that on a build with 6 planted problems: 50 agents in 10 runs. Every planted error and slow request was in the browser records of every agent that reached it, a third-party script that fails on purpose was never recorded, and agents also named the problems that have no error behind them, like a website field that rejects good input. The numbers, the misses and the build are at mimiqai.com/benchmark.

AI agents, each playing one of your users: a profile with an age, a job, habits and a reason to be there, that browses, reads and decides the way that person would. By default they match who your app is for. You can also import your own customers from a CSV and the agents are built from them, one credit a customer (names, emails and phone numbers are stripped before upload). They are always called simulated, never presented as real people.

You give a link and a task in plain words, like signing up for the free trial. No test scripts. Each agent opens the app in its own real browser and clicks, scrolls and types for up to 40 steps, saying what it thinks at each one. A run of 5 takes about 5 to 15 minutes.

Yes. A GitHub Action runs the agents on each Vercel, Netlify or Cloudflare preview and keeps one comment on the pull request. Any other CI can call the same MCP endpoint. Or run it by hand whenever you want, in the app or by asking your coding agent.

Yes. Add a test account and the agents sign in with it, or a Vercel bypass secret or a site password for a protected preview. They type a placeholder and the real details are filled in only in the browser, used for that run and deleted when it ends. This comes with paid credits.

No. Mimiq finds problems so you can fix them before real users meet them. It does not forecast how many people will convert; for that number, ship and measure.

No. A run keeps each step in words (clicked this button, filled in two fields), never the values typed and never an address's query string.

Your first test is free: sign in with Google and it starts right away. A free account includes 50 credits, no card. Then a $9 Starter (120 credits that never expire) or monthly plans from $19. A run costs 5 credits an agent, so 5 agents use 25 credits, about $1.90.