Market Opportunity

Generate retention cohort dashboards from CSV using Python automation targets a $4.0B = 2M product-focused SMBs × $2K ACV for lightweight retention/analytics tooling total addressable market with high saturation and a year-over-year growth rate of 12% YoY (product analytics and self-serve BI market growth estimate, Gartner/Forrester aggregated).

Key trends driving demand: Trend — more SMBs prefer pay-as-you-grow, self-serve analytics rather than enterprise contracts, creating demand for lower-cost, focused tools.; Trend — many teams still rely on CSV exports from CRMs, payment systems and simple databases, which creates a gap for CSV-first analytics products.; Trend — improved AI/code-generation tooling makes it feasible to auto-generate production-grade Python ETL and analysis scripts, reducing engineering cost..

Key competitors include Amplitude, Mixpanel, Metabase.

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Generate retention cohort dashboards from CSV using Python automation

Executive Summary

Market Validation

Market Opportunity

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