The e-commerce industry lost $18 billion to cart abandonment last year — yet most marketing teams are still running the same playbook from 2019. Google's push into AI-powered retail solutions signals you already know the old rules are broken. Over the past four years, I spearheaded digital marketing operations for three high-growth SaaS companies, orchestrating campaigns that generated $4.2M in attributed pipeline and accelerating one brand's organic reach by 312% within six months. Leading a cross-functional team of eight, I engineered a content ecosystem that reduced customer acquisition cost by 41% — all while maintaining a 4.8x ROAS across paid channels. Google's Shopping Graph initiative directly intersects with the audience segmentation methodology I have refined over 200+ campaigns. Where most marketers optimize for clicks, I architect for customer lifetime value — a distinction that drove a 67% increase in repeat purchase rate at my most recent role. Within my first 90 days as Marketing Manager, I would audit your current attribution model, identify the three highest-leverage growth levers in your acquisition funnel, and present a data-backed roadmap for Q3. I am available for a focused 20-minute conversation this week and will arrive with a specific growth hypothesis tailored to Google's current retail expansion. — Alexandra Chen