Leverage historical campaign data to predict optimal advertising budget allocation across channels and campaigns for future periods.
Task: generate a summary of a video. Input: [video title], [video transcript], [length of summary: e.g., 100 words, 200 words] Instruction: summarize the video transcript, focusing on the main topics and key takeaways. The summary should be concise and informative, providing a clear overview of the video's content. Adhere to the specified length constraint.
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This prompt is part of the premium pack "Advanced advertising analytics toolkit".
Generate comprehensive predictive forecasts for ad campaign performance, identifying potential risks and outlining proactive mitigation strategies to ensure optimal outcomes.
Optimize ad spend across multiple channels (e.g., Google Ads, Facebook Ads) for maximum ROI based on historical performance and objectives.
Outline a robust methodology for forecasting the performance of future marketing campaigns, including data requirements, model selection, and risk assessment.