Science library reference
FSIS Guideline on Substantiating Animal-Raising or Environment-Related Labeling Claims
The US government's own guideline for how claims like "free range" and "humanely raised" get onto packages: companies substantiate them with paperwork submitted to USDA, not through on-farm inspections. Reading it is the fastest way to see how little most labels guarantee.