Understand · #RC-1784

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

Back to opportunities

#RC-1784

₹20,000 · High Intent / Loyal

Step 2 of 7 · Peak window

98%

Cart details

What was abandoned

Premium Smartwatch

Premium Smartwatch

Cart #RC-1784

ProductPremium Smartwatch
Cart value₹20,000
Abandoned35m ago
Detected segmentHigh Intent / Loyal

Customer history

Prior relationship

ProfileReturning VIP customer · average order ₹18,000+
Discount dependenceLow
Payment historyNo issues

Current journey

This session

Furthest stepCheckout
Exit pointAbandoned
Channel opt-inWhatsApp only

Journey visualization

Detected path to abandonment

Product viewed
Added to cart
Checkout
Abandoned

Recovery window

Value decays hour by hour after abandonment

98% window left23h to cold

Peak window · abandoned 35m 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

    WhatsAppClicked, not paid

    Logged for the Learn stage

  2. +6h

    Social proof + saved cart link

    EmailScheduled

    Queued on the backup channel

  3. +20h

    Escalate to free shipping + ₹500 loyalty voucher

    WhatsAppHeld

    High-intent segment normally receives reminders only

  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

  • VIP repeat buyer

    25%

    Observed behavior contributing to the intent estimate

  • Average order value ₹18,000+

    25%

    Observed behavior contributing to the intent estimate

  • Cart value ₹20,000

    25%

    Observed behavior contributing to the intent estimate

  • Abandoned at checkout

    25%

    Observed behavior contributing to the intent estimate

Contribution shares are relative weights behind the 92% confidence score.

Agent interpretation

Inference layer

Purchase intent

Very High

Confidence

92%

Segment

High Intent / Loyal

Interpretation

This is a high-LTV loyal customer whose cart value justifies a discretionary incentive beyond standard rules.

Likely friction

High-value customer expects premium service; a small delivery + voucher nudge can unlock immediate conversion.

Ready for the decision layer

Segment and default strategy still need merchant + customer context.

Simulated behavioral data for demonstration purposes.