Social Activity Agent: 10K+ daily engagements across social accounts
AI-powered social media activity engine that simulates human-like browsing, liking, following, and commenting across multiple platforms.
- Role
- 3 developers
- Timeline
- 4 months
- Year
- 2026
- Client
- Stefan Schmid
Stack
The problem
Social media growth requires consistent, authentic-looking engagement at scale — manual interactions are too slow, and bot-like activity triggers platform detection and account bans.
Approach
The Social Activity Agent is an intelligent automation engine that performs human-like social media activity across Pinterest, Instagram, Tumblr, and other platforms. Using Playwright-based browser automation with stealth plugins, the system logs into accounts, browses content contextually, likes posts, follows users, saves pins, and leaves AI-generated comments — all with randomized timing, scroll patterns, and interaction behaviors that mimic real human users. The engine supports session persistence, proxy rotation, and detailed activity reporting.
Result
10,000+ automated actions per day across platforms with <2% detection rate, saving 50+ hours of manual engagement weekly.
Highlights
- Multi-platform agent supporting Pinterest, Instagram, Tumblr & more
- Human-like behavior simulation with randomized timing & scroll patterns
- AI-powered contextual commenting via GPT integration
- Session persistence with proxy rotation & anti-detection
“We were hiring VAs to do manual engagement across Pinterest and Instagram — expensive, slow, and inconsistent. Operwave automated the whole thing. 10K+ actions per day, every account still standing. It just runs.”