Building Automated Systems for Remove Impersonation Account

If you've ever tried to tackle remove impersonation account manually, you know it doesn't scale. One platform, one report, one follow-up — multiply that by dozens of sites hosting the same content, and you're looking at a full-time job that never ends. The engineering community has started building better solutions. Let's look at what's working in 2025. Technical Approaches to Fake Account Removal Service There are two main approaches developers take when building content enforcement systems: API-First Approach Major platforms (Google, Meta, Twitter/X) offer abuse reporting APIs. These accept structured takedown requests and return tracking IDs. The advantage: automation is straightforward. The disadvantage: coverage is limited to platforms with APIs. Hybrid Browser Automation For platforms without APIs (most smaller sites, forums, file hosts), browser automation (Playwright, Puppeteer) handles form submissions. This is more fragile but covers the long tail of platforms where content o