Social Planner

Feature Idea: Smart Category Queues with Adaptive Best-Time Posting
Problem: Users often organize content by categories (e.g., Promotions, Educational, Testimonials, Events), but they still have to manually guess the best time to post for each category. Engagement patterns vary by content type, platform, and audience, making static scheduling inefficient. Proposed Solution: Enhance Category Queues with adaptive scheduling powered by historical performance data. How It Would Work: Users define an allowed posting window per category (e.g., Educational: 8am–12pm, Promotions: 4pm–8pm). The system tracks historical engagement metrics per category, per platform, and per day/time slot (e.g., clicks, comments, reactions, saves, CTR). Over time, the Social Planner analyzes this data to identify statistically stronger time ranges for each category. The scheduler then automatically prioritizes the highest-performing time slots within the user-defined window when placing queued posts. As more data is collected, the system continuously refines and adjusts recommended times, improving performance without manual tuning. Key Benefits: Removes guesswork from scheduling by category. Improves engagement by matching content type to proven audience behavior. Respects user control by staying within defined time windows. Creates a self-optimizing planner that gets smarter over time. Optional Enhancements: Category-level “Best Time Confidence Score” to show how strong the data is. Visual heatmap per category showing top-performing time blocks. Manual override with system recommendations clearly labeled.
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Enhancement
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