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How to Find Market Size Data for Your Denominator #
The denominator — total market size — is where most market share calculations go wrong. Overestimate the market, and your share looks small. Underestimate it, and you look dominant. The most reliable sources for US market size data are federal government databases that track industry revenue by NAICS code.
The Census Economic Census is the gold standard for industry revenue data. It surveys virtually every business in the US and reports total revenue by NAICS code. The 2022 Economic Census (the most recent) covers revenue, payroll, number of firms, and number of establishments for each classified industry. For industries between census years, you can project forward using growth rates derived from Census County Business Patterns (CBP) employment and payroll trends.
For public company revenue data, SEC EDGAR provides 10-K filings with audited financials. This is essential for calculating CR4 (the market share of the top four firms) and for building bottom-up market share estimates when you know the major players. Combine SEC revenue data with Census total market size and you have a defensible market share estimate.