AI System for Automatic Social Media Content Planning and Posting
Content plan, format adaptation for each platform, optimal publication time — all of this is subject to automation. The system takes source content (article, product, event), generates adapted posts for each network and publishes at predicted optimal time.
Components
Content Generator: LLM (GPT-4o mini / Claude Haiku) + prompt library for each platform. Instagram — visual narrative with emojis and hashtags; LinkedIn — professional tone-of-voice; Twitter/X — brevity and virality; Telegram — long format without limits.
Optimal Time Predictor: model based on account historical data (via API) + general audience activity patterns. Random Forest / LightGBM by features: day of week, hour, content type, historical engagement.
Scheduler & Publisher: integration with Buffer API, Hootsuite API or native platform APIs. Publication queue with retry logic.
Deployment: 2–3 weeks
Account connection, LLM configuration to brand voice (tone guide in system prompt), timing model calibration on historical data.
| Parameter | Value |
|---|---|
| Supported Platforms | Instagram, TikTok, LinkedIn, X, Telegram, VK, Facebook |
| Post Generation | 3–10 sec |
| Time Optimization | +12–25% to reach (by historical data) |
| Multilingual | Yes (parallel generation) |