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Content Automation

Multi-Platform Content Engine

ContentFactory

ContentFactory automates social publishing across platforms with AI rewriting, scheduling, and Telegram-based control. It standardizes content rules per channel and tracks delivery.

NestJS AI Rewrite Multi-Platform Telegram Bot

Product Overview

The platform connects social accounts, rewrites posts by platform rules, and publishes content with scheduling and tracking. It supports payments, subscriptions, and localized interfaces through i18n.

Problem

Teams needed several tools and long forms to prepare one post for multiple social networks, rewrite copy, generate descriptions, add tags, and publish everywhere.

Solution

We built one-button content automation: upload one post, then AI adapts the copy, generates descriptions and tags, validates platform rules, and publishes to connected networks.

Impact

Publishing time dropped from 2-3 minutes per post to a few seconds, manual effort fell by 85%, and one operator could manage 4x more channels.

AI Rewriting

Platform-specific prompts, limits, and hashtag policies.

Publishing Hub

One workflow to publish to all connected accounts.

Automation & Billing

Subscriptions, payments, and user onboarding flows.

User Flows

From text to published post

Creator Flow

  • Connect social accounts and choose platforms.
  • Write a base post or attach media.
  • Auto-rewrite to match each platform style.
  • Publish now or schedule for later.

Automation Flow

  • Validate content rules and media requirements.
  • Send posts via API to each platform.
  • Track success or failure per channel.
  • Notify users in Telegram with results.

Interface Highlights

Rendered fragments of the content UI

Compose Draft

Base Post

“Launching a new feature for creators today.”

AI Rewrite

LinkedIn

Professional tone, 3 hashtags, CTA included.

Schedule Post
Publishing Queue

Instagram

Queued · Today 18:30

Twitter

Published · 1 min ago

Reddit

Failed · Needs media

Platform Stats Daily

Success rate

92% published on first attempt.

Platforms

8 active

Instagram, LinkedIn, Twitter, TikTok, YouTube.

Platform Status Post
Instagram Success /reel/32
LinkedIn Success /post/219
Pinterest Queued /pin/78

Tech Stack

Automation-first backend

Backend

  • NestJS with modular services
  • MongoDB via Mongoose
  • Serve static assets for public pages

Integrations

  • Telegram bot onboarding and alerts
  • API-based publishing for social networks
  • AI rewrite via generative models

Operations

  • Subscriber plans and payments
  • Localization with i18n
  • Webhook-ready event tracking