Five-year Economic Census benchmark

Benchmarks are where annual statistics get their truth condition. The Economic Census measures whole industries in 2017 and 2022, and programs like ASM and County Business Patterns are calibrated against those counts.

The sequencing visible in this slice's records:

• Census years — 'Economic Census every five years (2017, 2022); ASM 2013-2021 plus 2022 benchmark; AIES first release covers 2023', per the Economic Census/CBP record.
• Annual successor — AIES published its first main release, reference year 2023, on February 26, 2026, giving printing and housewares-adjacent retail an annual anchor between censuses.
• Effect — benchmarks recalibrate the annual surveys, so revisions cluster in benchmark years.

For niche categories — think housewares specialties inside broader retail — the benchmark is often the only source with enough detail to split product lines credibly.

Market-sizing models live or die on their base year. Anchoring a 2026 TAM to 2017 benchmark proportions ignores two censuses of structural change; anchoring to 2022 proportions with annual AIES updates is the defensible middle.

Revisions are the hidden cost. When a new benchmark lands, previously published annual figures get restated, so cached copies of ASM or CBP tables can silently diverge from current-vintage series.

1. Ask which reference year anchors a model. Current benchmarks are 2017 and 2022; a sizing exercise that cannot name its base year fails immediately.

1. Use AIES for post-census years. Its first main release covers reference year 2023, published February 26, 2026 — the documented annual continuation.

1. Version-lock downloaded tables. Because benchmarks trigger revisions, note the vintage whenever ASM, CBP or census tables enter a warehouse.

Where to see it in context: commercial-printing data and housewares-specialties data.

Series that hang off the five-year anchor: - county-business-patterns — County Business Patterns is the US Census Bureau's annual series of establishment counts, employment and payroll by six-digit NAICS, geography and employment-size class, running 1986-2023. - monthly-retail-sales-series — A monthly dollar-denominated sales series by kind of business, delivered here as the Census consolidated workbook mrtssales92-present.xlsx with 35 annual sheets reaching back to January 1992. - napcs-product-line-detail — Product-line codes collected in the Economic Census that break revenue out by what establishments actually sell rather than by industry classification alone.