Case studies
Case Studies
Our most honest case study is the platform itself: the loop applied to its own opportunity.
Transparency note: the example below is the platform's own self-produced pipeline output, not an external customer engagement. We will not fabricate client logos or results.
01 · Keyword
A rising search cluster
The pipeline starts from real trending US searches captured from the Google Trends RSS feed — for example, surges around AI tooling and "build a website with AI".
02 · Analysis
AI scores the opportunity
The model brainstorms fully-online business models and rates them on the ROI rubric. The "AI business-plan platform" itself scored highest on online purity and time-to-revenue.
03 · Plan
A full business plan
The winning opportunity was written into a complete plan — market sizing, freemium SaaS model, five-year financials and a probability-weighted return model.
04 · Build
Closed loop to a website
The same loop is designed to hand the plan to an AI coding tool to auto-build a website — the closed loop from keyword to live product.