The Creator Middle Class: What Public Income Data Really Shows
Platform payout disclosures and bank forecasts suggest the creator economy's middle tier is thin, uneven and built on income streams that reset every year.
Trends
New formats and behaviors assessed practically: who the shift reaches, how long it lasts, what production it demands, and whether skipping it is safe.
Social Commerce Features: What the Evidence Actually Shows Three Years In
TikTok Shop is moving merchandise in volume, Instagram has quietly retreated from checkout ambitions, and the gap between announced features and measured usage keeps widening.