AI-Powered Market Intelligence & Trend Analysis System
Budget: $30 – $250 SGD
Overview
We are building an AI-driven Market Intelligence & Trend Analysis System that can automate the discovery, analysis, and validation of trending topics from multiple online platforms. This system will use data scraping, AI-powered analysis, and human oversight to filter only the most relevant and impactful insights.
The ideal freelancer should have experience in web scraping, API integrations, AI/ML (NLP & sentiment analysis), and workflow automation. The project will require integrating AI models (GPT-4, Claude 3), automating data pipelines, and setting up a Telegram-based approval system.
Key Features & Requirements
? Multi-Platform Data Scraping & API Integration
Extract trending topics from YouTube, Twitter, LinkedIn, Medium, News Sites, Google Trends, TikTok, Instagram.
Use official APIs or custom web scrapers where APIs are limited.
? AI-Powered Topic Analysis & Filtering
Implement sentiment analysis, authority scoring, and engagement ranking to evaluate content quality.
Use GPT-4/Claude 3 for sentiment classification & topic optimization.
? Workflow Automation & Data Processing
Use n8n or similar automation tools to manage data pipelines.
Store and process data in Supabase or other suitable databases.
? Human Oversight & Approval System
Set up a Telegram-based approval workflow where users can approve, reject, or request rewrites of AI-processed topics.
Skills Required
✅ Web Scraping & API Integration (Twitter API, YouTube API, LinkedIn Scrapers, Google Trends API, etc.)
✅ Python or JavaScript (for automation & data processing)
✅ AI/ML (NLP, Sentiment Analysis, GPT-4, Claude 3 API integration)
✅ Database Management (Supabase, Firebase, PostgreSQL, or similar)
✅ Workflow Automation (n8n, Zapier, or similar tools)
✅ Telegram Bot Development (for human validation workflow)
Deliverables
✅ Fully functional automated workflow that scrapes, analyzes, and validates trending topics.
✅ AI-powered filtering system for sentiment analysis, authority scoring, and engagement ranking.
✅ Database integration to store and track processed topics.
✅ Telegram-based approval system for manual topic validation.
✅ Comprehensive documentation for setup, deployment, and maintenance.
Additional Notes
? Freelancers with prior experience in AI-powered content intelligence, trend analysis, or news aggregation systems will be preferred.
? The project scope can be expanded based on successful implementation.
? Budget: Open for discussion based on expertise & project scope.
? Timeline: Looking for completion within 3-6 weeks.
? If you're confident in your ability to build a scalable, AI-powered trend analysis system, we’d love to hear from you! ?
We are building an AI-driven Market Intelligence & Trend Analysis System that can automate the discovery, analysis, and validation of trending topics from multiple online platforms. This system will use data scraping, AI-powered analysis, and human oversight to filter only the most relevant and impactful insights.
The ideal freelancer should have experience in web scraping, API integrations, AI/ML (NLP & sentiment analysis), and workflow automation. The project will require integrating AI models (GPT-4, Claude 3), automating data pipelines, and setting up a Telegram-based approval system.
Key Features & Requirements
? Multi-Platform Data Scraping & API Integration
Extract trending topics from YouTube, Twitter, LinkedIn, Medium, News Sites, Google Trends, TikTok, Instagram.
Use official APIs or custom web scrapers where APIs are limited.
? AI-Powered Topic Analysis & Filtering
Implement sentiment analysis, authority scoring, and engagement ranking to evaluate content quality.
Use GPT-4/Claude 3 for sentiment classification & topic optimization.
? Workflow Automation & Data Processing
Use n8n or similar automation tools to manage data pipelines.
Store and process data in Supabase or other suitable databases.
? Human Oversight & Approval System
Set up a Telegram-based approval workflow where users can approve, reject, or request rewrites of AI-processed topics.
Skills Required
✅ Web Scraping & API Integration (Twitter API, YouTube API, LinkedIn Scrapers, Google Trends API, etc.)
✅ Python or JavaScript (for automation & data processing)
✅ AI/ML (NLP, Sentiment Analysis, GPT-4, Claude 3 API integration)
✅ Database Management (Supabase, Firebase, PostgreSQL, or similar)
✅ Workflow Automation (n8n, Zapier, or similar tools)
✅ Telegram Bot Development (for human validation workflow)
Deliverables
✅ Fully functional automated workflow that scrapes, analyzes, and validates trending topics.
✅ AI-powered filtering system for sentiment analysis, authority scoring, and engagement ranking.
✅ Database integration to store and track processed topics.
✅ Telegram-based approval system for manual topic validation.
✅ Comprehensive documentation for setup, deployment, and maintenance.
Additional Notes
? Freelancers with prior experience in AI-powered content intelligence, trend analysis, or news aggregation systems will be preferred.
? The project scope can be expanded based on successful implementation.
? Budget: Open for discussion based on expertise & project scope.
? Timeline: Looking for completion within 3-6 weeks.
? If you're confident in your ability to build a scalable, AI-powered trend analysis system, we’d love to hear from you! ?