Everything you need to find, validate, and act on your next micro-app.
Real problems pulled from YouTube comments where people are actively asking for a tool, plugin, or automation to buy — not vague ideas.
Every opportunity is scored on Pain Signal, Market Vacuum, Build Complexity, Revenue Probability, and Cross-Niche reach.
First names and channel handles of the exact people voicing the pain — the humans most likely to become your first customers.
Each opportunity is backed by clusters of real comment evidence, so you know the demand is genuine before you build.
Sort and filter by niche, score, and status. Move opportunities across a build pipeline from evaluation to launch.
Take your opportunities and contacts with you. Export to CSV — and full JSON on Premium — to plug into your own workflow.
From raw YouTube chatter to a ranked shortlist of things worth building.
Our engine scans YouTube comments and metadata across automation, no-code, and micro-SaaS niches every day.
Natural-language signals surface where people are frustrated AND where no good tool exists yet — the market vacuum.
Each opportunity is scored across five dimensions and combined into one composite score, then sorted best-first.
You get a clean, ranked shortlist of validated micro-app ideas — with the people who want them — ready to act on.
Every opportunity is scored the same way, so you can compare them at a glance.
How strongly and how often people express frustration with the current situation.
How empty the space is — whether an obvious, good solution is missing today.
How realistic it is to ship. Higher means simpler to build with modern no-code / AI tools.
How likely people are to actually pay, based on urgency and existing spend signals.
How well the same solution can be resold into adjacent niches for extra upside.
The five scores are combined into a single 0–10 composite that decides the ranking:
Higher composite = stronger, more buildable, more sellable opportunity.
Opportunities are grouped into tiers by their composite score:
Get from sign-up to your first build target in five steps.
Pick the plan that fits and create your account.
Open your dashboard and browse the ranked opportunity table.
Filter by niche and score to focus on what fits your skills.
Open an opportunity to read its evidence and contact leads.
Move winners across your pipeline and start building — export anytime.
Cancel anytime. Start finding your next micro-app today.
For builders getting started with validated demand.
For serious builders who want the best opportunities first.