Type a market or idea. SignalBuild reads competitor records, ad activity, revenue signals, tech stack, and positioning clues, then tells you in plain English: is there real demand, how crowded is it, and exactly what to build first.
How to enterWin on ADHD-specific language — incumbents all use generic "productivity" messaging. You out-position them without out-building them.
Not anymore. SignalBuild reads 17,474 real SaaS companies, their actual ad spend, their pricing, their customers — and tells you, in plain language, whether your idea is worth your time.
Four steps. SignalBuild does the research across real competitor signals - you make the call. Every score has a source. Every recommendation links back to a real company or a real dollar.
A niche, an audience, a problem to solve. As rough or specific as you like. "Invoicing tool for freelancers." "App for ADHD parents." We take it from there.
Live ad spend, competitor pricing, App Store rankings, creator activity, and tech stacks — all read simultaneously the moment you submit.
Three scores — Demand, Room, and Effort — each calculated from real numbers. Every score links back to a real company or a real dollar spent.
A one-page action plan: what to build first, what to skip entirely, how to price it, and how to find your first customers — based on what's actually working in that market today.
Each opportunity is a market we're monitoring right now using real ad spend, real competitor counts, and real pricing data — not AI estimates. Three scores tell you what matters:
38 real companies are spending money on ads in this market right now. But not one of them speaks directly to adults with ADHD — they all use generic "productivity" language and miss the actual pain.
The top 3 products here charge $65+/month and are designed for large service companies — not the solo plumber, painter, or electrician who just needs to send a quote in under 5 minutes.
14 companies compete in this niche, but only 3 are properly HIPAA-compliant. Therapists desperately want this tool but don't trust most of what exists. The barrier is compliance, not demand.
We don't generate scores from text prompts or AI guessing. We pull from Meta's public Ad Library, live competitor pricing pages, App Store rankings, and real community activity — then calculate. Every number has a verifiable source.
A Build Brief is a one-page founder action plan, not a strategy deck. It tells you what to build first, what to skip, how to price it, and how to find your first customers. Every recommendation is grounded in what real companies in that market are doing right now.
Every validation — even on the free plan — runs the same real analysis against the same real data. No credit card required. Upgrade when you want to see every source, drill into every competitor, and track a market week by week.
SignalBuild reads 17,474 real companies — their ad spend, pricing, customers, and tech — and tells you, in plain language, whether your idea is worth building.