Oddly specific problems that needed a closer look.
We mine the internet's forums for weirdly specific problems, map who's already quietly solving them, and explain — honestly — why most of them aren't worth building. The good ones we keep. These we're giving away.
The drawer
12 specimens · all returnedHistorical Rental Listing Data: Why There's No Archive for Your Address
Real pain, unbuildable product — the data was never stored, and the two best-placed incumbents already proved it.
Specimen № 002Cash Flow Management Software with an Owner Draws Feature: Does It Exist?
Real pain, trivially easy to build, and that's exactly why nobody sells it as a product — the free mental heuristic already wins.
Specimen № 003No-Code Web Design Platform for Agencies: Real Problem, Very Crowded Room
Real pain, real money, zero undefended gap — Duda already built it and GoHighLevel already owns the budget.
Specimen № 004Ecommerce AI Recommendation Tracker: Does ChatGPT Recommend Your Products?
Real problem, real pricing gap, terrible business. It's an LLM API reseller with a dashboard, and the buyers don't know they have the problem yet.
Specimen № 005Automatic Keyword Rank Checker: Why Tracking 20 Sites Is Still a Chore
Real problem, 212 existing solutions, and entry-tier unit economics that go negative before you've paid for hosting. Kill.
Specimen № 006Website Content Prioritization Tool for Small Business: Does This Need to Exist?
Real problem, one-session product. The retention math never closes as a standalone SaaS.
Specimen № 007Subcontractor Timeline & Accountability Tracker for GCs: Why It Doesn't Exist
Real pain, easy build, structurally unbuildable business — the subs have to opt into being graded, and they won't.
Specimen № 008Google Maps Ranking Tracker for Agencies: Why We Didn't Build the Ninth One
Real problem, real budget, eight credible incumbents, and a data pipeline you'd be renting. Kill.
Specimen № 009Automation Silent Failure Monitoring: Why Your Zap Says 'Success' While Doing Nothing
Real pain, four existing tools, and at least one agency owner who looked at paying for this and said no. Kill.
Specimen № 010Legal Spend Management Software: Why Nobody Warns You Before the Budget Blows
Real pain, genuinely contested market, and the closest standalone product already got absorbed. This is a feature, not a company.
Specimen № 011Client Document Tracking for Accounting Firms: Why This Obvious Tool Is a Bad Idea to Build
Real, painful, expensive problem — and already occupied by seven funded competitors, one of which starts at $19/month. Buy, don't build.
Specimen № 012AI Return Fraud Detection for FBA Sellers: Real Problem, Terrible Product
The fraud is real, the AI angle isn't proven, and even perfect detection produces evidence Amazon won't act on. Kill.