Scamification of Freelance Platforms

Platforms increasingly treat freelancers as products to be scored and gamified, using opaque metrics (response rates, 'top seller' tiers), automated support funnels, and geo/visibility controls that force workers to chase platform favours rather than clients. These mechanics let platforms extract fees and attention while shifting spam, fraud, and customer‑service burdens onto independent workers. — This reframes gig‑platform problems as a structural platform‑design issue (not just individual bad actors) with implications for labor policy, consumer protections, and antitrust/regulatory responses.