Type a market or idea. SignalBuild turns competitor records, ad activity, revenue proof, tech stack, and positioning clues into six decision signals, then tells you in plain English: build, test, watch, or avoid.
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 their stack — then turns that evidence into a verdict you can act on.
Four steps. SignalBuild does the research across real market evidence - you make the call. Every signal 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.
Demand, market room, revenue proof, ad activity, build effort, and defensibility - each calculated from real evidence and rolled into a plain-English verdict.
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. The simplified card shows three of the six decision signals:
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 invent scores from a prompt. We pull from public ad libraries, competitor records, pricing, product pages, traffic, tech stacks, and market metadata — then calculate. Every number has a 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 the evidence behind the six signals.
Free gives you the verdict and high-level signals. Builder unlocks the evidence behind every signal. Pro adds Build Briefs and exports when you are ready to move.
SignalBuild reads 17,474 real companies — their ad spend, pricing, customers, and tech — then turns that evidence into six decision signals and a clear build verdict.