CartAbandonment: Exit Intent Recovery
AI-powered dynamic discount engine that generates personalized exit offers in real-time based on cart contents, customer history, and willingness-to-pay signals for ecommerce stores.
The Problem
Ecommerce stores lose 70% of shopping carts, but most use generic, one-size-fits-all discount popups ("10% off everything") that either leave money on the table or train customers to expect discounts. Shopify/WooCommerce plugins lack real personalization and can't calibrate per-customer profitability.
Target Audience
Mid-market DTC ecommerce brands ($500K-$10M ARR) selling physical goods with thin margins who already use Shopify, WooCommerce, or BigCommerce and need to recover $50K+ in monthly abandoned revenue.
Why Now?
LLM cost has dropped to near-zero, making real-time personalization economically viable for SMBs. AI can now generate contextual offers at scale without manual testing.
What's Missing
Existing tools use rule-based discounts, not AI that understands product margins, inventory levels, and customer LTV simultaneously. They don't answer: 'What's the minimum discount *this specific customer* needs to convert?'
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