Describe the problem
Name your test, choose who has the problem, and describe the last time they faced it. Three short answers.
For first-time app founders
Turn your app idea into one small customer test before you build. Describe the problem, plan what to offer, and record what people actually do.
Free planner. No account or card needed. Your plans stay in this browser; download a backup to keep them.
Research beta and saved reports →
Start with busy parents trying to use what is already in their fridge.
Building is getting easier. Choosing what to build still matters.
From “what if” to “what next”
No pitch deck, business degree, or complicated dashboard.
Name your test, choose who has the problem, and describe the last time they faced it. Three short answers.
Decide what you can deliver manually and what people would need to do for you to keep going. Use the prompts in your free plan.
Talk to potential customers with their permission, record real outcomes, and choose whether to change the offer or try again. Download a backup of your plan.
Evidence you can question
We look for reasons your idea might work and reasons it might not. If the evidence is thin, your report says so.
Follow the original pages and inspect captured passages. AI can choose irrelevant sources, so checking the evidence is part of the process.
See what people can use today. A competitor's listed price is a useful clue, not proof that someone will pay for your app.
Test with actual people before investing in a build. Online complaints and an AI report don't validate a business on their own.
Choose your next step
Three short answers turn your idea into a customer test you can run. Keep your offer, learning rule and results together.
$0 to plan and track your tests
Explore customer problems, existing alternatives and source links. Research access depends on beta availability; joining for updates does not reserve a slot.
People getting ready to build their first consumer app or small software business, especially with AI coding tools. Bring a specific idea and a customer you want to help.
AI-assisted web searches across accessible public discussions, product pages, review sites and first-party information. Coverage varies by idea. We do not promise Reddit access, private-group access, or a complete view of the market.
Allow several minutes and keep the research tab open. Each finished step is saved to your account. You can pause between steps and return later; uncertain requests are not automatically repeated.
It helps you decide what to investigate next. It does not predict startup success or prove demand. Real customer conversations, payments and repeated use still matter.
Account research reports are stored online; your idea is also sent to our AI/search provider. You can download or delete a report from your workspace. Free test plans and detailed worksheets stay in this browser, so download backups.
You can still read saved reports, explore the example brief and use the free test planner. Product-update signups do not reserve a research slot.
Spend your next weekend on a better question
Explore a brief now, or get updates as we open more research capacity.