Opportunity Quality
MicroSaaS Factory absorbs screening, Scout, evidence graph, memos, imports, analytics, and export controls into one native founder loop: research intake, opportunity ranking, validation sprint, spec, build, and launch proof.
Guide
Use this guide to understand the quality bar behind reports, imports, Scout rankings, and evidence packets.
Opportunity Intelligence starts with founder-owned decks, documents, spreadsheets, notes, and imported records. The system keeps source, confidence, freshness, fallback state, and permission scope visible before a product lane is created.
Reports translate screening dimensions into one-pain clarity, reachable buyer niche, pricing path, receipt-backed demand, workflow moat, solo-founder fit, and spec readiness.
Advance, validate, or park decisions stay attached to rationale, confidence, citations, warnings, and generated memos, so human judgment remains separate from automated recommendations.
Exports and product-lane conversions carry evidence anchors, warning metadata, spec exclusions, validation tasks, and launch criteria. Directional market or valuation views are planning guardrails, not investment advice.