DarkUGC exposes viral UGC playbook

DarkUGC makes creative intelligence searchable, cheap, and increasingly agent-accessible — a meaningful shift for growth teams that still rely on scattered swipe files.

• –Filters cover creators, brands, platforms, formats, views, engagement, duration, and posting dates
• –The scale gives teams real examples instead of generic “viral hook” advice
• –MCP access lets Claude surface patterns, compare campaigns, and generate briefs from live examples
• –Free access lowers the barrier for indie app teams competing with larger growth budgets
• –Recorded views show what performed, not necessarily why it converted, so copying formats still requires testing