---
title: "Segmentaties | Customer Value"
description: "## Wat is Customer Value Segmentatie Customer Value Segmentatie is een waarde segmentatie die bij de opstart van een MIP standaard wordt geactiveerd. De onderliggende afgeleiden zijn te herkennen aan de prefix **CV**die wordt toegevoegd aan deze indicatoren. ### Concept…"
url: "https://stratics.be/support/mymip/module-insights/segmentaties-customer-value/"
updated: "2026-02-03"
category: Module Insights
tags:
  - segmentatie
---

# Segmentaties | Customer Value

## Wat is Customer Value Segmentatie

Customer Value Segmentatie is een waarde segmentatie die bij de opstart van een MIP standaard wordt geactiveerd. De onderliggende afgeleiden zijn te herkennen aan de prefix **CV**die wordt toegevoegd aan deze indicatoren.

### Concept

Customer Value is een twee-dimensionele segmentatie die uitgaat van de parameters Recency en Monetary om de segmentatie op te bouwen. 

- **Recency**: het **aantal seizoenen sinds laatste aankoop** van de klant.

- **Monetary:** de **som van alle aankopen** gedurende de laatste 2 seizoenen sinds de laatste aankoop.

### Afgeleiden

Customer Value Segmentatie resulteert in twee afhankelijke segmenten die samen een goed beeld geven op de klantwaarde en -gedrag van elke klant.  

- **CVgroup**: Eerste niveau binnen de segmentatie. De CVgroup is, voornamelijk, gebasseerd op de **recency-value** van de klant.

- **CVsegment:** Tweede niveau onder CVgroup. Deze is, voornamelijk, gebasseerd op basis van de **monetary-value**van de klant. 

### ### Voordelen

Deze versie van segmentatie is een zogenaamde ‘vaste-segmentatie’ of een stabiele segmentatie. De berekening wordt **eenmalig aan het begin van een nieuwe periode** gedaan en bijgehouden gedurende die periode. De periode kan een jaarlijkse of halfjaarlijkse periode zijn afhankelijk van de sector. 

Dit maakt dat: 

- **Korte termijn** factoren worden **niet weerspiegeld** in de Customer Value Segmentatie van de klant.
- Vergelijkingen van segmenten over tijd en de analyse van de prestatie van deze segementen is**duidelijk afgelijnd. **
- De segmenten vormen een ideale basis voor het opmaken van een  **strategische planning** over middelange termijn.

## Customer Value in praktijk

De Customer Value Segmentatie is opgebouwd met een duidelijk strategische focus die het eenvoudiger moet maken om prestaties te analyseren en strategische planning op te maken. 

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)

### CVgroup

Het eerste niveau van de Customer Value Segmentatie is een op recency gebasseerde segmentatie, de Customer Value-group (CVgroup). Deze weerspiegeld de intentie tot aankoop op middellange termijn.

**0 SOL**(optioneel):

- Klanten die voorbije periodes de laatste 4 periodes **enkel in de soldenperiode**, juli en januari hebben gekocht. Dit is het enige segment dat niet op recency is gebaseerd.
- Deze klanten zijn vaak moeilijk te activeren gedurende de andere maanden en richten zich vaak puur op kortingen.

**1 NEW**:

- Klanten die in het lopende seizoen een **eerste aankoop** hebben gedaan. Dit is het enige segment dat kan groeien tijdens een periode.

**2 ACT**:

- Klanten die gedurende de **vorige periode een aankoop** hebben gedaan.
- Dit zijn de **meest loyale klanten** die een actieve relatie hebben met je merk.

**3 COLD**:

- Klanten die **2 periodes geleden** voor het laatst actief waren.
- Deze klanten laten zich al even niet meer zien, maar hier is nog steeds een **actieve relatie te onderhouden**.

**4 LOST**:

- Klanten die reeds 3 of 4 periodes geleden actief waren. Dit komt overeen met een **laatste aankoop die meer dan een jaar geleden** was.
- Deze klanten zijn duidelijk **aan het afglijden**. Indien ze niet tijdig gereactiveerd worden zijn ze verloren.

**5 LOST**:

- **Meer dan 2 jaar niet meer gekocht**, of 4 periodes niet meer gekocht.
- Met deze klanten is **bijna geen relatie meer**, ze kunnen moeilijk nog geactiveerd worden via algemene communicatie.

### CVsegment

Hieronder bevindien zich het Customer Value-segment (CVsegment), deze is voornamelijk gebasseerd op de monetary value van de klant.

**JUNIOR**:

- Klant met **slechts 1 aankoop**. Is alleen bij 2 ACT en 3 COLD een apart segment.

**PLATINA**:

- Behoort tot de **allerbeste klant**, top 5% op monetary. Hebben het meeste uitgegeven in de laatste 2 seizoen.
- Soortgelijk als de *Large (L)* segmenten onder 3 COLD en 4 LOST

**GOLD**:

- **Zeer goede klant**, 5 – 25% op monetary.
- Soortgelijk als de *Medium (M)* segmenten onder 3 COLD en 4 LOST.

**SILVER**:

- **Goede klant**, 25 – 50% op monetary.
- Soortgelijk als de *Small (S)* segmenten onder 3 COLD en 4 LOST.

**BRONZE**:

- Behoort tot de **kleine klant**, onderste 50% op monetary. Hebben het minste uitgegeven in de laatste 2 seizoenen.
- Soortgelijk als de *Extra Small (XS)* segmenten onder 3 COLD en 4 LOST.

CVsegmenten onder 0 SOL zijn niet gebaseerd op monetary, maar volgen de recency-logica van CVgroups
