Core Functionality
- Smart Notification Engine – Aggregates posts from multiple platforms (Twitter, Instagram, LinkedIn) and delivers them as a single, customizable feed based on user intent (e.g., career updates, hobby interests).
- Contextual Prioritization – Uses NLP and user interaction history to score relevance; high‑score items surface instantly while low‑score ones are queued.
- Privacy Guard – Allows granular control over who can trigger notifications about a user’s content, with automatic redaction for sensitive data.
- Actionable Alerts – Notifications include inline actions (reply, like, save) and AI suggestions (e.g., best reply wording).
Problem It Solves
Social media users are overwhelmed by fragmented notifications that waste attention and expose personal data. PulseNotify consolidates streams, surfaces only what matters, and protects privacy without sacrificing engagement.
Technical Requirements
- Frontend: React Native with TypeScript for cross‑platform mobile apps.
- Backend: Node.js + Express, GraphQL API, PostgreSQL for relational data, Redis for caching.
- AI Layer: OpenAI GPT‑4 fine‑tuned for relevance scoring; spaCy for entity extraction.
- Real‑time: WebSocket (socket.io) and Firebase Cloud Messaging for push notifications.
Monetization Strategy
- Freemium – Basic filtering free, advanced AI customization and priority alerts on a $4.99/month tier.
- Enterprise Plans – Bulk accounts for recruiters or brands with custom analytics dashboards.
- Marketplace API – Paid access to the notification engine for third‑party developers.
Implementation Approach
- MVP Scope – Build core aggregation from Twitter API, React Native front end, and basic push.
- AI Integration – Deploy GPT‑4 scoring model; test with user feedback loops.
- Privacy Layer – Implement policy engine, UI for permissions.
- Scaling – Containerize services (Docker), deploy on Kubernetes with autoscaling.
- Beta Release – Invite tech enthusiasts via GitHub Sponsors to provide early feedback.
Potential Challenges
- API Rate Limits – Mitigate by caching and using webhooks where available; negotiate higher limits with platform partners.
- User Data Privacy – Ensure compliance with GDPR/CCPA through transparent data handling and opt‑out mechanisms.
Future Expansion
- Integrate additional platforms (TikTok, Reddit) via unified schema.
- Offer a browser extension for desktop notification management.
- Gamify engagement with streaks and badges based on timely responses.