In the competitive world of online marketing and e-commerce, understanding and engaging potential leads is critical for success. My research delves into lead management strategies with a focus on marketing automation and hyper-targeting, leveraging advanced data analytics to transform how businesses connect with their audiences.
Development of custom attribution models and revenue simulation
To measure the effects of different levels of ad personalization
Measuring advertising performance for custom and lookalike audiences
Behavioral Pattern Analysis: Identifying high-intent leads based on their online activity
Cross-channel targeting: Tracking customer journey across multiple online nad offline channels
Native advertising: The effects of context and the poisitioning in the TOFU-MOFU-BOFU funnel
Dynamic ads vs. manual optimization: Study on Meta and Google Ads dynamic formats