Service Optimization
Survival and market basket analysisThe services and products that keep clients coming back
We find the first purchases and pairings that turn new customers into regulars.
The question we answer
Which first service creates a long-term customer?
What you get
- Customer value by entry service
- Churn risk over time by entry service
- Service and product pairings
- Offer mix recommendations
Data we need
Service-level transaction history, including retail.
Our approach
Survival and market basket analysisThe entry services and pairings that keep customers longest, identified through survival analysis and market basket analysis.
Engage this service on its own or within our Revenue Intelligence Program. Sample output shown is illustrative.
FAQ
Questions, answered.
An entry service after which customers are most likely to return. It is often not your most popular or most profitable first visit.
Services and retail products purchased together, and which combinations are associated with longer retention.
Service history alone supports the retention analysis. Retail data adds the pairing analysis.
Related services
Also in customer intelligence
- Customer SegmentationRFM and cohort segmentationKnow who drives your revenueSee Customer Segmentation
- Predictive Customer ScoringPredictive lifetime value and retention modelingKnow what a new customer is likely to do after their first visitSee Predictive Customer Scoring
- Loyalty and EngagementUsage–loyalty analysisKnow which regulars are truly loyal, and who's driftingSee Loyalty and Engagement
- Acquisition EfficiencyCLV:CAC by channelKnow which channels bring clients worth keepingSee Acquisition Efficiency
- Value AttributionIncrementality measurementFind out what your marketing really brings inSee Value Attribution
Start with a free, 10‑minute assessment.
Every engagement begins with the AI readiness assessment and a call to go through your results.