Research reports for founders who need proof, not hype.

We publish executive-grade deep dives on early-stage SaaS products crossing real revenue thresholds — pain evidence, MVP timeline, cold-start moves, traffic proof, and an executable Launch Kit.

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Research snapshot

Coverage: ~20 new cases per week
Depth: 5-dimension evidence framework
Sources: Similarweb · Semrush · Manual

What each report covers

Pain-point evidence with source links
MVP timeline and product inflection points
Cold-start sequence with channels and results
MRR estimate with reasoning
Launch Kit — a playbook you can copy

Research protocol

Structured like a real analyst deck.

Each case study is built from multi-source evidence — Similarweb traffic, Semrush backlinks, social signals, and manual investigation. We expose the raw data so you can judge conviction yourself.

Curated onlyNo public submissions

Evidence stack

Pain points with quotes, sources, and market context.

Product evolution

MVP milestones, feature velocity, and iteration logic.

Go-to-market trail

Channels, actions, and proof of early traction.