Problem: Cart abandonment emails are generic and ignore which pricing, layout, or offer variant a shopper saw, leading to low relevance and weak recovery rates. Solution: Convert sends experiment and variation events into ActiveCampaign for every cart abandoner. Marketers build segments and automations that match the exact on-site variant (e.g., discount vs. no-discount, layout A vs. B). Outcome: Abandonment flows reference the precise offer and design the user saw, improving message consistency, boosting open and click rates, and lifting recovered revenue without extra manual list work.