Real Time Campaign Performance Monitoring

via “real-time campaign performance optimization with budget allocation”

** - Automates social media ad creation and optimization.

Unique: Implements multi-armed bandit optimization across heterogeneous ad platforms with unified metric normalization, allowing budget shifts between Facebook and TikTok campaigns despite different attribution models and API schemas. Handles platform-specific constraints (daily budget minimums, ad set hierarchies) natively.

vs others: Faster ROI improvement than manual optimization because it reallocates budget continuously (hourly/daily) rather than weekly, and tests 100+ variations simultaneously instead of sequential A/B tests.