That’s actually one of the “very few” scenarios in which machine learning can provide immediate impact out of the box. Not everyone is the same, in order for push notifications to be useful, UX specialist for your app needs to figure out: 1- Best time to show them 2- The format of the message 3- The content of the message 4- The action that clicking the message would create 5- The landing page for the message when clicked 6- The most important of all: how users interact with that message? Based on all of the above, it should be personalized all the time. Not just once but when any bahevior related to any of the above changes!

Some ideas Can help you: • Use data analytics to understand users behavior and them preferences. • Use AI to predict the best time When send notifications and when not to send based on user activity patterns. • Offer Value in Every Notification Ensure each message has a clear purpose, whether it’s an update, reminder, or exclusive offer.

I tackle notification fatigue by focusing on personalization first, sending users only the updates that truly matter to them based on their preferences and behavior. I also cap the frequency of notifications to avoid overwhelming them, ensuring that every alert adds value. On top of that, I give users full control with customizable notification settings, allowing them to opt in or out of specific types of alerts. It’s all about respecting the users time while keeping them engaged.

Implement Priority Notifications Not all notifications hold the same level of importance. By categorizing and prioritizing notifications, you can ensure that only the most relevant ones are sent to your users. For instance: High Priority Notifications: Alerts about account security, time-sensitive updates, or personalized recommendations. Medium Priority Notifications: Features or promotions tailored to the user’s interest. Low Priority Notifications: General announcements, updates, or offers. Send high-priority notifications immediately while batching low-priority ones or allowing users to view them at their convenience.

Notifications are great way to send reminders to users or confirmation about an order. But you need to take into consideration that the user has many apps installed on his devicr so you need to send notifications only when there is a necessary. In addition, you can set an option for the user to disable notifications whenever they want.

One of the most effective ways to combat notification fatigue is to tailor notification settings to individual preferences. By customising which alerts are received and how they are presented, users can reduce the number of non-essential notifications that contribute to fatigue.

To address push notification fatigue, prioritize relevance, timing, and user control. Leverage analytics to personalize notifications based on user behavior and preferences, ensuring messages are concise, actionable, and value-driven. Limit frequency and schedule notifications at optimal engagement times. Provide granular customization options, enabling users to select notification types and frequency. Employ event-driven or AI-powered triggers to deliver meaningful alerts, and consolidate updates into digest formats when appropriate. Use in-app messaging for non-urgent communications. Continuously monitor performance, gather feedback, and refine strategies. Always offer an intuitive opt-out option to respect user autonomy and build trust.

Based on a user experience and less on a technical expertise: I would create technology that would - compile all of the notifications into one end-of-day summary instead of constant alerts. - use AI to prioritize what's important if it's an "emergency" based on my set criteria and create an actionable to-do list. - notifications are organized by personal preferences this would keep me focused, in control, and stress-free!

To address user fatigue from push notifications: Audit Notifications: Review the frequency, timing, and relevance of notifications sent. Prioritize Value: Send only essential and personalized notifications that provide clear benefits to users. Enable Customization: Allow users to choose the types and frequency of notifications they want. Batch Timing: Group notifications to reduce disruptions and avoid sending them during off-hours. Monitor Feedback: Collect and act on user feedback to continuously refine your notification strategy. This ensures a more user-friendly approach, reducing overwhelm while maintaining engagement.