Not all customers are worth the same to your business
Most brands treat every customer the same in their marketing and retention spend.
In reality, a small segment usually drives most of your revenue, and knowing exactly who they are changes how you spend on retention, advertising, and loyalty.
What this analysis delivers
- RFM segmentation — Customers grouped by how recently, how often, and how much they buy.
- Lifetime value gaps — How much more your best customers are worth compared to your average ones.
- At-risk identification — High-value customers showing signs of drifting away before you lose them.
- Underused segments — Customer groups with real upgrade potential that are currently being ignored.
A finding from a past project
On a £17.3M UK retail dataset:
- The top 20% of customers generated 77.2% of total revenue.
- There was a 40× lifetime value gap between the highest-value and at-risk customer segments.
Deliverable
You receive an interactive dashboard/model together with a concise written summary containing:
- Segment breakdown with customer counts and revenue share.
- Quantified $ or £ impact of protecting your highest-value customer segments.
- Specific recommendations for each segment—not generic "improve retention" advice.
Turnaround: 5–8 business days.
See it here.