Use case
Landing page testing before you spend on traffic
Paste your page and a task, such as signing up. Each AI agent lands on the page in its own real browser, acting as a visitor from your target audience, and tries to do what it asks: it reads, scrolls, clicks and fills in the form, and stops where a visitor would. You see what broke and where each one got stuck, in its own words.
Will my landing page convert?
Nobody can tell you your conversion rate before real traffic arrives, and a tool that quotes one is claiming more than it can know. What you can check before launch is whether the page works: the buttons do something, the form accepts good input, and a stranger can find the way in. Agents acting as visitors who try to sign up find those problems in minutes; a live experiment measures the rate.
Why landing page testing has to happen earlier
A landing page can look polished and still fail in the first few seconds: a broken button, a form that rejects a valid email, a sign-up that dead-ends. The usual way to find out is to buy traffic and watch the conversion rate, which costs money and still does not tell you why people left. Testing before launch lets you fix the obvious problems first, so live traffic is spent learning something new.
- Find the button that does nothing and the form that rejects good input.
- See where visitors lose the thread: an unclear next step, hidden pricing, a sign-up that dead-ends.
- Get the issues ranked by how many agents hit them, each with a suggested fix.
- Fix it, then send the same agents through again and see who gets further.
How it works
- 01
Paste the link and the task
Use the address of the page you want to test, and say what it asks visitors to do, such as 'Sign up for the free trial' or 'Join the waitlist'. A real browser opens it, so a production page, a preview or a staging link all work.
- 02
Confirm the users
Mimiq matches the agents to who the page is for. Describe a narrower group in plain words, such as operations managers at logistics companies, or build agents from your own customers.
- 03
Watch them try it
Each agent lands on the page and tries the task. You see its screen and every step as it happens. 5 agents usually take about 5 to 15 minutes.
- 04
Fix and rerun
Fix the step where most agents stopped, then send the same agents through again with the same task, and see who gets further.
What landing page testing can tell you before launch
Before you have traffic, the questions that matter are about whether the page works. Can a visitor find the way in? Does the button do what it says? Does the form accept what people type? Those questions do not need thousands of sessions. They need someone to try.
A Mimiq run gives you that: each agent tries to do what the page asks. The report counts who finished, got partway or gave up, shows how far each agent got step by step with screenshots, where and why each one stopped in its own words, and ranks the issues by how many agents hit them, each with a suggested fix.
You can also ask a follow-up, or interview any one agent. Asking an agent that gave up what it expected to see, or what would have kept it going, often turns a vague complaint into a specific change.
What to look for in the results
Do not fixate on the counts. How many agents finished is not a conversion rate: a handful of simulated agents are not a traffic sample.
Look for the pattern instead. A step where several agents stopped for the same reason is almost always worth fixing. A problem only one agent hit might be noise, or it might matter most if that agent looks like your best customer. Read who it is before you decide.
Read the words of the agents that gave up. They usually point to the exact line or field that lost them, which tells you what to change.
Checking a new version
After you change the page, send the same agents through again with the same task. The same agents try both versions, so you see who gets further and whose reasons changed. Your coding agent can do the same through the MCP server, comparing a preview with production.
Treat it as a usability check, not a scoreboard. A run shows where agents get stuck, not which version will convert better, so use it to fix what stops people and a live experiment to measure the result.
Why they use the page instead of only looking at it
Looking is not the same as doing. A visitor can read a page, nod, and still give up at the form, or never find the button. Each agent tries to do what the page asks, such as 'Sign up for the free trial', so you see both what it made of the page and where it got stuck acting on it.
An agent uses 5 credits and a run takes a few minutes. It can start on a public page, and with paid credits on a protected preview or behind a test account you give it.
When a live test is the better tool
If a page already gets steady traffic, a live experiment measures what real visitors actually do, and that beats any simulation. Use Mimiq there to clear what is broken before each change goes live, since each live test costs time and traffic.
If your audience is highly specialized, such as clinicians or procurement teams in a regulated industry, treat what the agents find as hypotheses and check them with a handful of real buyers.
What it costs
Your first test is free with a free account: sign in with Google and it starts right away, no card. The account includes 50 credits, enough for 10 agents. After that an agent uses 5 credits, and then it is a $9 Starter (120 credits that never expire) or monthly plans from $19.
No per-seat pricing, and a monthly plan can be cancelled anytime.
What you get with Mimiq
- 01
Run it by hand, or on every pull request
Paste a link and a task in the app and watch the agents work. Or run them on every preview deploy: the GitHub Action comments on the pull request, any other CI can call the MCP endpoint, and your coding agent can run it too.
- 02
Bugs and usability problems in one report
The browser records errors and failed or slow requests on the step they happened. The agents say where the wording or the steps confused them, and where they gave up.
- 03
Agents that behave like your users
Each agent is a different user profile with a reason to be there, matched to who the app is for, or built from your own customers.
- 04
A prompt to fix each problem
Every problem comes with a prompt to paste into Cursor, Claude Code, Lovable or any coding agent, and one prompt hands over the top problems at once.
- 05
Follow every agent
See each agent's whole path, step by step with screenshots, and what it was thinking at every step.
The browser records relevant JavaScript errors and failed or slow app requests encountered during the run, attached to the step where they occurred. The agents are simulated users: they find problems, they do not predict how many people will convert.
Questions
Can Mimiq test a page before it is live?
A real browser has to open the page, so a preview or staging link works. With paid credits the agents can open a protected preview, using a bypass secret or a site password. A design that is not built yet is too early for agents.
How many agents does a run use?
5 by default, and you can pick 1, 3, 5, 10 or 20. About 5 to 15 minutes for 5 agents.
Will it tell me my conversion rate?
No. A run shows where agents like your visitors get stuck and what breaks, not how many real visitors will sign up. Use a live experiment for that number.
Can they click through the page and sign up?
Yes. That is what every Mimiq run does. Give them a task, such as 'Sign up for the free trial', and each agent opens your site in its own real browser and tries it, with an email inbox of its own for confirmation links. An agent uses 5 credits and a run takes a few minutes.
What kinds of landing pages does it fit?
SaaS homepages, product launch pages, waitlist pages, pricing pages, and agency client pages before handoff are common fits.
Can I share the report with my team or client?
Yes. Every report has a read-only link you can share.
What does it cost after the free test?
Pricing is a $9 Starter (120 credits that never expire) or monthly plans from $19. An agent uses 5 credits an agent, so 5 agents use 25.
Keep reading
Let the agents find what breaks first.
Your first test is free: sign in with Google and it starts right away. Last checked 2026-10-22.