AGENT 08 / 11 · RETAIL & E-COMMERCE · DIGITAL COMMERCE & MARKETING OPERATIONS

Cart Abandonment Recovery Agent

Targets abandoned carts with the right message at the right moment, and models how much of that lost revenue actually comes back.

READS FROMSession/cart events, email & SMS engagement data

MCP SERVERDigital Commerce Server

MODELRouted to lightweight behavioral model

HANDS OFF TOCustomer Lifetime Value Predictor, Retail Media Network Optimizer

RUN THE AGENT

Set your funnel assumptions, model recovery

Adjust cart volume and message engagement rates and the agent recalculates the recovery funnel and revenue instantly.

Monthly carts created 12000

Cart abandonment rate 70%

Average order value (£) 65

Recovery message open rate 45%

Click-through rate on opens 30%

Conversion rate on clicks 25%

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Abandoned carts / month

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Recovered orders / month

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Recovered revenue / month

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Recovery rate

Metric	Value

HOW IT WORKS

1. Detect abandonment	Flags sessions where a cart was created but checkout wasn't completed, via the Digital Commerce MCP server.
2. Trigger recovery	Sends a timed, personalized message sequence based on cart contents and customer history.
3. Track the funnel	Measures opens, clicks and conversions back to a completed order.
4. Hand off	Passes recovered customers to the LTV Predictor for cohort tracking, and abandonment patterns to the Media Network Optimizer for retargeting spend.