Identify and explain the key behavioral and demographic drivers that significantly impact customer lifetime value (CLTV) from provided data.
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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Provide a simple method to calculate customer lifetime value (CLTV) and explain its importance for business strategy.
Leverage historical campaign data to predict optimal advertising budget allocation across channels and campaigns for future periods.
Utilize historical data and market trends to forecast ad campaign ROI, identifying key performance indicators and risk factors.
