Key Challenges in this Category
First Purchase Conversion
Lead acquisition drives dedicated journeys. The need for personalisation is very strong given the number of acquisition campaigns and welcome journeys post opt-in.Connected Use Cases: 4
One-timer → Repeat Buyer
The share of one-time buyers represents a massive investment to amortise over time. Converting a one-timer into a repeat buyer is one of the most important objectives for brands.Connected Use Cases: 3
Frequency Increase
Purchase frequency is a key objective for CRM managers. It has a direct impact on overall customer value. Tracking is often done at the level of transition matrices.Connected Use Cases: 3
Average Basket Increase
Average basket is one of the key metrics around customer value alongside frequency and retention rate. Marketers aim to increase it over time through dedicated mechanics.Connected Use Cases: 3
Category Expansion
A multi-category customer tends to have 30%+ higher lifetime value because they are loyal to the brand, not just to products. This is called brand preference.Connected Use Cases: 3
Churn Reduction
Working on churn prevention: a sleeping customer generates no revenue and will be very difficult to win back. Churn must be anticipated — anti-churn mechanics should be proactive, not reactive.Connected Use Cases: 3
Winback Increase
A customer who has not purchased for several weeks/months and needs reactivation. This stage is very difficult from a CRM perspective because engagement is typically also low.Connected Use Cases: 3
Prevent Loyalty Status Downgrade
A customer about to drop in status within defined transition matrices whom you want to keep at their current level. This is about anticipating value-status downgrades.Connected Use Cases: 2
NPS & Product Review Optimisation
A customer’s brand perception score (NPS) enables adapting the communication strategy at an individual level.Connected Use Cases: 1
Time-to-First-Purchase Reduction
Accelerating the conversion of a prospect into a first-time buyer by reducing the time-to-purchase. Each day of inactivity reduces conversion probability. Journey personalisation by acquisition channel is key.Connected Use Cases: 3
Low-Spender Value Increase
Increasing the average basket of low-spend customers through calibrated recommendations and offers. These customers represent significant growth potential if their behaviour can be progressively elevated.Connected Use Cases: 3
VIP Status Conversion
Converting engaged buyers into VIP customers through clear and rewarding progression mechanics. Visibility on VIP benefits and proximity to the threshold accelerate status transition.Connected Use Cases: 3
Reducing Dependence on Generic Promotions
Replacing uniform promotional offers with personalised incentives and individual value proofs. Generic promotions erode margins and create harmful promotional addiction.Connected Use Cases: 4
Right Service at the Right Time
Beyond products, every industry generates complementary service opportunities (diagnostics, trials, assistance, concierge, installation). Personalising the service recommendation to the individual context increases perceived value and conversion.Connected Use Cases: 1
Connected Use Cases
The following Use Cases address multiple challenges in this category:| Use Case | Challenges addressed |
|---|---|
| Enriched Product Recommendation | 21 Key Challenges |
| Lifecycle Banner | 14 Key Challenges |
| Customer Value Relational Block | 8 Key Challenges |
| 1:1 Personalised Digest | 10 Key Challenges |
Required Datasources
| Datasource | Primary usage |
|---|---|
| CRM 360 | Purchase history, customer status, preferences |
| Product Catalogue | Product attributes, categories, pricing |
| Offers | Promotional offers, eligibility conditions |
| Loyalty Programme | Status, points, benefits, tier thresholds |