Competitive Intelligence Aggregator
Wakes up every morning, scans news and social for fintech topics, and sends you a summary email. Set it and forget it.
Key Outcomes
90%+ noise reduction via AI-powered relevance filtering
Daily automated competitive intelligence reports
Features
Multi-source data aggregation (news, social media, forums)
AI-powered relevance filtering and topic categorization
Automated daily email delivery via Brevo
Configurable topics and competitive landscape tracking
Deployed on Heroku with scheduled tasks
Architecture
1
Scheduled Jobs
cron-triggered Python scripts on Heroku
2
Data Collection
pulls from NewsAPI, Reddit, and Twitter APIs
3
GPT-4 Filtering
relevance scoring and noise reduction (90%+ reduction)
4
Summarization
generates concise competitive intelligence briefs
5
Brevo Email API
delivers formatted daily reports
Built With
PythonGPT-4NewsAPIReddit APITwitter APIBrevoHeroku