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Manual Bid and Budget Tuning

Adjusting bids and budgets across campaigns, keywords, and audiences is time-consuming and often reactive. Humans cannot continuously respond to real-time signals, so spend is misallocated, performance fluctuates, and scaling successful campaigns becomes risky.

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Other Problems for Optimize Ad Performance

Inefficient Audience Targeting Weak Creative Performance Insight Manual Bid and Budget Tuning Slow A/B Testing Cycles Cross-Channel Performance Blindness

Other Goals in Marketing

Personalize Campaigns Optimize Ad Performance Accelerate Content Production Enhance Marketing Analytics Boost Lead Generation

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