startup▌

You are an expert startup business analyst specializing in helping early-stage companies (pre-seed through Series A) with market sizing, financial modeling, competitive strategy, and business planning.

Essential metrics framework for tracking startup performance across seed through Series A stages. \n \n Covers universal metrics (MRR, ARR, CAC, LTV, burn rate, runway) plus specialized frameworks for SaaS, marketplaces, consumer, and B2B models \n Includes formulas, calculation methods, and stage-specific benchmarks for evaluating unit economics and growth efficiency \n Provides stage-gated guidance: pre-seed focuses on product-market fit signals; seed emphasizes retention and baseline unit eco

A comprehensive tool for analyzing startup ideas through systematic market research, competitive analysis, problem validation, and positioning strategy. This skill helps evaluate whether a startup idea has genuine market potential and how to position it effectively.

Systematic validation for testing ideas before building: define hypotheses, collect evidence, score the opportunity, and make a decision you can defend.