AI-Powered Content Automation Platform for a Major Influencer (1.6M+ Followers)

Objective

The objective of this project is to build an AI-driven system that automates the extraction, processing, and distribution of multimedia content based on trending political discussions. This platform will collect data from predefined sources, generate compelling video content, and integrate relevant products from TikTok Shop. The system will be fully automated, from content sourcing to publication, while allowing manual oversight where necessary.

Project Scope

1. Data Extraction and Content Analysis

• Scrape and collect posts from selected political accounts, focusing on high-engagement topics.
• Analyze up to 16 trending posts per cycle using structured data extraction.
• Ensure relevance by linking political discussions to appropriate TikTok Shop products.

2. Content Generation Workflow

• Generate video scripts automatically based on extracted posts.
• Convert scripts into high-quality audio using AI-driven voice synthesis.
• Create face-synced video content for each script.
• Store all generated content in a centralized dashboard for manual review before publishing.

3. Product Integration

• Associate trending topics with relevant TikTok Shop products.
• Allow manual product input via a dashboard for better control.
• Ensure product placements align naturally with generated content for seamless user engagement.

4. Deployment and Publishing

• Deploy the system on scalable cloud platforms to handle content processing and storage.
• Provide an interface for editors to review and approve videos before publication.
• Automate the posting of approved content, including captions and relevant hashtags.
• Archive all published content and metadata for tracking and analytics.

Development Approach

Phase 1: Data Extraction and Processing

• Establish API integrations to retrieve posts from predefined political accounts.
• Develop a filtering system to identify and rank trending content.
• Structure extracted data to align with video generation requirements.

Phase 2: Content Generation

• Use a language model to generate engaging headlines and scripts from trending posts.
• Convert scripts into high-quality, natural-sounding AI-generated speech.
• Generate synchronized video content featuring a realistic AI-driven speaking avatar.

Phase 3: Product Integration and Dashboard Development

• Design and develop a dashboard for product listing management and manual input.
• Ensure seamless association of trending content with relevant TikTok Shop products.
• Provide analytics and insights on content engagement and sales performance.

Phase 4: Deployment and Publishing Automation

• Deploy the system on cloud-based platforms for high availability and performance.
• Implement an editorial approval workflow to maintain content quality.
• Automate social media posting while maintaining an archive of all published content for performance tracking.

Technical Overview

• Frontend: Next.js, Tailwind CSS
• Backend: Python Flask for API management
• Hosting & Deployment: Heroku, Vercel
• Data Extraction: External API integration for real-time post retrieval
• Audio Generation: ElevenLabs API for text-to-speech synthesis
• Video Creation: Sync.io API for AI avatar-based video generation
• Content Storage: Centralized dashboard for content review and approval
• Automation: End-to-end automation for content posting and archival

Key Benefits

• Scalability: Handles large-scale content processing and publishing.
• Efficiency: Automates content generation, reducing manual effort.
• Engagement: Generates high-quality, engaging video content.
• Monetization: Seamless integration with TikTok Shop to drive sales.
• Customization: Allows manual intervention for fine-tuned content control.

This portfolio document outlines a streamlined, scalable, and efficient AI-powered solution for content automation, ensuring the influencer maintains an active and engaging online presence. Let us know your budget, and we can tailor the project accordingly.