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Product

A startup intelligence workspace built around AI signals.

Snoubolr turns startup project data into structured decision support. The product is designed for founders and business teams that need clearer evaluation of ideas, roadmap direction, and collaboration opportunities.

Input

Startup descriptions, ICP notes, founder goals, product stage, user feedback, and market assumptions.

Analysis

AI models classify the project, score readiness, compare similar ideas, and surface missing information.

Output

Clear recommendations, roadmap steps, risk notes, growth experiments, and API-ready structured data.

Dashboard concept

Core modules

  • Project readiness score: clarity, audience, value proposition, risk, and MVP stage.
  • Comparable startups: topic-based similarity rather than exact keyword matching.
  • Recommendation engine: next product tasks, validation ideas, and team collaboration signals.
  • Business API: planned endpoints for accelerators and internal founder tools.