Why beauty has the heaviest moderation load in DTC
Beauty sits at the intersection of three forces: high paid spend on highly visual platforms, predominantly female audiences (a target for MLM, impersonation, and harassment scams), and product results that look "too good to be true" — which is cover for medical-claim bait and counterfeit pitches.
Spam volume on a typical DTC beauty account runs 14–20% of total comment volume — higher than fashion, higher than fitness, higher than any other vertical except crypto-adjacent verticals. Without auto-moderation, the comment section becomes the spam.
