Know exactly which projects make money
SaaS that shows agencies exactly which projects are profitable monthly.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take Project Profitability Analyzer from MVP shell to operating business.
Agencies need profitability visibility to survive. The 60k TAM is fragmented and underserved by bundled tools that bury profitability reports in feature bloat. A focused product with direct outbound motion to agency owners who explicitly want this solves a real monthly decision problem. Year 1 ARR of 72k at 17 percent success odds is viable if integrations stay stable and cold outreach converts at expected rates.
Integration fragility is the core risk: API changes or authentication failures corrupt reports silently and kill trust instantly. Second, users run reports for one or two quarters, extract the insight, and cancel because the tool solves the problem once rather than creating ongoing dependency. Third, Harvest, Productive.io, and Scoro already bundle profitability dashboards, so most organized agencies already have a solution baked into their existing stack and see no reason to switch.
Best fit is an agency owner or solo SaaS operator with direct relationships in the agency space. You need credibility to close agency conversations and the technical judgment to monitor and fix integration issues fast. An industry insider with an existing warm list of 500 plus agency contacts would accelerate traction. Avoid if you cannot commit to outbound sales or lack technical ops experience.
From contract signing to operating business.
Three ways in, depending on how much you want to build yourself.
Read the full buyer brief on every product in the catalog. All Fermi math, all agent specs, all sales kits, all skeptic memos. Cancel any time.
The full asset bundle transfers to your accounts. Brand, domain, landing, agent spec, financial model, sales kit, founder persona, video. You own it.
A Roll Digital chief operator builds Project Profitability Analyzer for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.