Decoding the Hook: A Multimodal LLM Framework for Analyzing the Hooking Period of Video Ads

Researchers developed a multimodal AI framework using transformer-based large language models to analyze the critical first three seconds of video advertisements. The system combines visual, auditory, and textual analysis to predict ad performance metrics and optimize video advertising strategies.