TLDR Tech / Marketing
Carousel ads vs. Document ads. Convo ads vs. Message ads
Small format changes can drive big swings in LinkedIn Ads performance, so testing similar formats is critical. Document ads often beat carousel ads for multi-slide creative due to better mobile usability and engagement, but not consistently. Message and conversation ads also vary widely despite similar setups, with no clear winner. Performance differences can be significant, making side-by-side testing the only reliable way to decide.
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