Food labels make welfare claims that vary enormously in their rigour, verifiability, and actual welfare significance — creating consumer confusion that can undermine the effectiveness of market-based welfare improvement mechanisms.
Label transparency is fundamental to market-based welfare improvement — if consumers cannot reliably identify welfare-positive products, purchasing power cannot drive welfare progress. The proliferation of unregulated welfare language undermines the signal value of genuine certification. Regulatory standardisation of welfare labelling terminology, combined with mandatory disclosure of housing system, would give consumers the information needed to make meaningful choices.