Understand · #RC-1198

Observed behavior only — no recovery action is decided on this screen.

Back to opportunities

#RC-1198

₹15,000 · Payment Failure

Step 2 of 7 · Peak window

97%

Cart details

What was abandoned

Home Appliance Bundle

Home Appliance Bundle

Cart #RC-1198

ProductHome Appliance Bundle
Cart value₹15,000
Abandoned45m ago
Detected segmentPayment Failure

Customer history

Prior relationship

ProfileRepeat customer
Discount dependenceLow
Payment historyFailure on last attempt

Current journey

This session

Furthest stepPayment attempted
Exit pointGateway failure
Channel opt-inWhatsApp only

Journey visualization

Detected path to abandonment

Product viewed
Added to cart
Checkout
Payment attempted
Gateway failure

Recovery window

Value decays hour by hour after abandonment

97% window left23h to cold

Peak window · abandoned 45m ago

The agent prioritizes carts with the least window remaining — a 2h-old cart converts far better than a 22h-old one.

Planned recovery sequence

Sent · scheduled · will escalate to

  1. +1h

    Reminder — no incentive

    WhatsAppConverted

    Recovered without any discount — margin protected

  2. +6h

    Fresh payment link

    EmailSkipped

    Cancelled after conversion

  3. +20h

    Final reminder — still no incentive

    WhatsAppSkipped

    Cancelled after conversion

  4. Each response state feeds back into the Learn stage — bounces retire a channel, opens without clicks strengthen the next offer.

Behavioral signals

Raw observations, weighted by contribution to intent

  • Payment attempted

    36%

    Intent was proven — the blocker is technical, not motivational

  • Technical gateway failure

    36%

    Intent was proven — the blocker is technical, not motivational

  • Repeat customer

    28%

    Existing trust reduces the incentive needed

Contribution shares are relative weights behind the 91% confidence score.

Agent interpretation

Inference layer

Purchase intent

Very High

Confidence

91%

Segment

Payment Failure

Interpretation

The customer wanted to buy — the transaction failed for technical reasons at the gateway.

Likely friction

Technical payment failure, not intent loss

Ready for the decision layer

Segment and default strategy still need merchant + customer context.

Simulated behavioral data for demonstration purposes.