Predict how your product launch will land — before you ship
Simulate how customers, press, and competitors react to your launch, and get a full risk report in minutes.
MiroFish predicts a product launch by running a multi-agent simulation: it spins up hundreds of AI agents that play your real stakeholders — early adopters, skeptics, journalists, and competitors — and lets them react to your launch across simulated social platforms. You get a structured report with the most-likely reception, alternative scenarios with probabilities, key risks, and recommended pre-launch changes. It runs online in the browser — no install, no GPU, no API keys.
Why this is hard to predict
Most launches don’t fail because the product was wrong — they fail because someone reacted in a way nobody in the room predicted: a pricing-page backlash, a "this is just a wrapper" thread, a competitor undercut on day two. A simulation surfaces those reactions while you can still change the plan.
How MiroFish predicts it
- 1
Describe the launch
Product, price, channel, date, and your one real fear — in plain language. Optionally attach your launch brief (.txt/.md).
- 2
MiroFish builds the world
It maps your stakeholders and competitors into a knowledge graph and casts each as an AI agent with goals and biases.
- 3
Agents simulate the launch
Hundreds of agents post, react, and influence each other over multiple rounds — the way a real audience would.
- 4
Read the report
Most-likely outcome with probability, alternative scenarios, ranked risks, and the single change that most improves the result — plus follow-up chat.
Example prompt
What you get
- Most-likely reception with an estimated probability
- Alternative scenarios (including the 20% outcomes where launches die)
- A ranked pre-launch risk checklist
- Which stakeholder group to brief before launch day
- A follow-up chat to interrogate any finding
Frequently asked questions
Can AI really predict a product launch?
It predicts reception dynamics — how audiences, press, and competitors respond to the launch as described — with rough probabilities. It cannot see multi-year product-market fit, but it reliably surfaces the reactions and risks that sink launches. Use it to de-risk the launch moment, not to skip customer validation.
How long does a launch prediction take?
A full simulation typically completes in 5–10 minutes online, with live progress for each stage. Unlimited members get priority processing (~2 minutes).
Do I need to install anything?
No. MiroFish runs entirely in your browser — no GPU, Docker, or API keys. Sign in, describe your launch, and get the report. Credit packs start at $2.99 for 10 predictions.
Want the full method? Read the deep-dive: on the MiroFish blog →
Run it on your own scenario
No install, no API keys. Credit packs from $2.99 — results in minutes, credits never expire.
Start predicting