Smart Notification System Template
Template for AI-driven notifications: prioritisation, deduplication, personalisation. Email, push, in-app.
This template describes a notification system where AI prioritises, deduplicates and personalises. Reduces notification fatigue and increases engagement.
Variations
Prioritised Alerts
AI classifies notifications by urgency. Only high-priority to push, rest to digest.
Best for: B2B apps with many events; users want no spam.
Personalised Digest
AI generates daily/weekly digest with relevant updates. LLM writes summary.
Best for: Content platforms, project tools, analytics.
How to use
Step 1: Collect all event types that trigger notifications. Step 2: Build classifier for urgency (rule-based or ML). Step 3: Implement deduplication (similar events within window = 1 notification). Step 4: For digest: aggregate, generate summary with LLM. Step 5: Choose channel per priority (push, email, in-app). Step 6: Measure click-through and adjust.
Frequently asked questions
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