Projects · AI Use and Occupations · Native US benchmark

Usage-to-employment ratio.

The US provides a native SOC comparison. The ratio measures the concentration of classified conversations relative to jobs; it is not a worker adoption rate.

Observations: April and May 2026
Source: Anthropic Economic Index

Project pages

Five observation windows
Measurement glossary

Observation month

Occupation or SOC code

Order

BLS National Employment Matrix, 2025: 170,280,800 jobs, including unincorporated self-employment. Shares use this national denominator. Categories without published source rows have no displayed usage ratio.

Consumer usage: April or May 2026, O*NET children aggregated to US SOC. Formula and population definition. BLS source.