Cross-channel analysis is the process of examining consumer behavior and marketing effectiveness across multiple communication channels to understand how they interact and influence each other. This approach allows businesses to identify which channels are most effective in reaching their target audience and driving conversions, helping to optimize advertising strategies and budget allocation.