Generate a data-driven framework for optimizing budget allocation across various programmatic channels (display, video, native, audio) to maximize ROI.
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.
Optimize budget allocation across different programmatic advertising channels (e.g., display, video, native, audio) to maximize overall campaign performance and ROI, considering [channel_performance_data].
Strategize optimal budget allocation across various display advertising channels and platforms to maximize ROI and campaign performance.
Propose strategies to optimize a specific cross-channel marketing funnel, identifying bottlenecks and suggesting improvements for each stage.
