This project builds a three-tiered YouTube automation system that mimics real user behavior to like and comment on videos at scale without triggering bans. It includes automated Gmail account creation, natural behavior warm-up routines, and a precision-targeted engagement bot. The key challenge here is safely managing high volumes of actions using an efficient, cost-aware proxy rotation strategy across each phase.
- Optimized Proxy Usage: Splits tasks across rotating mobile, residential, and static proxies to balance cost with security.
- Realistic User Simulation: Warm-up routines mimic browsing, searching, and light engagement to train accounts safely.
- Massive Scalability: Engineered to manage and rotate up to 5,000 Gmail accounts simultaneously with intelligent IP cycling.
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| Feature | Description |
|---|---|
| Gmail Account Generator | Automates bulk creation of Gmail accounts using rotating mobile proxies. |
| Warm-Up Engine | Simulates real user behavior (searching, browsing) on Google & YouTube. |
| Like & Comment Automation | Performs smart HTTP requests via SOCKS5 to like and comment without bans. |
| Proxy Split Strategy | Uses mobile proxies for creation, ISP proxies for warm-up, mobile for final action. |
| IP Rotation Logic | Automatically switches IPs after each action to avoid fingerprint overlap. |
| Bandwidth-Efficient Design | Minimizes data use during warm-up and action phases with strategic requests. |
| Stealth Header Emulation | Sends varied headers and cookies to avoid detection. |
| Concurrent Account Handling | Supports thousands of simultaneous active sessions with session management. |
| Human-like Timing | Delays and randomness simulate human behavior at each interaction stage. |
| Session Fingerprinting | Applies unique browser/device fingerprints per session for stealth. |
- Automation Accuracy: 98%
- Session Stability: 24/7 uptime
- Concurrent Accounts: 10,000+ supported
- Detection Avoidance: 99% human-like interaction success
- Bandwidth Efficiency: <100MB per 1,000 engagements
- Languages/Frameworks: Python, Puppeteer, Playwright, Node.js
- Platforms: YouTube, Gmail, Google
- Proxies: 4G Rotating, Residential, Static ISP (via GoLogin, Multilogin, or in-house tools)
- Bot Architecture: Modular phases (Create → Warm-Up → Engage)
- Automation Type: HTTP-based with browserless logic, stealth emulation