All customers
Casual / Low-engagementDormant

Ben

Buys now and then, no clear pattern

Low recency, frequency and spend, and no strong signal in any direction, so he lands in Casual, the default bucket every customer falls into when no other rule fires. He is worth keeping, not worth heavy spend. The move is efficient always-on contact, and an instant promotion out of Casual the moment he shows a positive signal.

What this journey moves
Purchase frequency
RFM-BT signature
RFMBT
Classifies live as Casual / Low-engagement · Dormant
  • Keep him warm at the lowest sensible cost
  • Avoid spending incentive budget with no return
  • Watch for any positive signal, a bigger order or a streak
  • Promote him into the right journey the moment he moves
01Identify

The default bucket

No flag fires for Ben: not a subscriber, not new, not at-risk, not sale-driven. He falls through to the final rule and lands in Casual. That is not a failure of the model, it is the honest read: keep him warm, spend little.

Trigger: otherwise (rule 13, no earlier match)
Channels:
Model segment
Measure: Cost-to-serve, share of base held in Casual
KPI: Purchase frequency
RFM-BT model → CDP

Casual · efficient always-on

no earlier rule matched
R / F / M = low, no clear pattern
segment = casual
rule = low-cost contact, upgrade on any signal
Synced as custom attributes · targetable in the CDP
Model output, no customer message
02Maintain

Low-cost, always-on

Ben gets the efficient always-on beat, new arrivals and the occasional reminder, but no incentive spend. It keeps the brand present without burning budget on a customer who has not earned deeper investment yet.

Trigger: Always-on, no incentive budget attached
Channels:
EmailPush
Measure: Engagement at near-zero cost, opt-out rate
KPI: Purchase frequency
Intelligent Data Models
Fuse
From: Intelligent Data Models
Subject: This week at Fuse

This week at Fuse

Hi Ben, A few new arrivals worth a look this week. Whenever you fancy a browse, we are a couple of taps away. No pressure.

Data models, made tangible · illustrative for demonstration · Fuse Growth Studio

Email preview
03Watch

Ready to promote on any signal

The model watches for the first positive move, a bigger order, a second purchase in a month, a new category tried. Any of them and Ben is promoted straight out of Casual into the journey that now fits.

Trigger: Any positive signal (spend up, frequency up, breadth up)
Channels:
Model segment
Measure: Casual-to-active promotion rate
KPI: Purchase frequency
RFM-BT model → CDP

Promote on movement

watch: spend up | frequency up | breadth up
on signal -> re-score immediately
segment = casual -> best-fit journey
no signal -> hold in efficient always-on
Synced as custom attributes · targetable in the CDP
Model output, no customer message