Marketing
Customer segmentation analytics
Customer segmentation analytics is the process of finding sub-groups or segments within the overall market.
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Customer segmentation analytics vs Non-customer analytics
These models cover closely related ground. Compare their purpose, scope, practical guidance, and supporting resources to choose the better fit.
Related modelsConceptual / qualitativecustomerFramework / model
Marketing
Non-customer analytics
Non-customer analytics is about understanding what people who are currently not your customers think about your product, services or brand.
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Use this when.
Keep the segmentation current because it should guide targeting, service design and marketing investment. Review it before a major campaign to confirm that the audience and offer fit. In a stable market an annual refresh may be sufficient; in a volatile one, monitor segment size, behaviour and economics more often.
Use it when a market is stagnant, declining or narrowly contested, or when customer only research keeps reproducing the same opportunities.
Extracted signals
Strengths, limits, and pitfalls.
Customer segmentation analytics
- Create the fewest segments needed to support genuinely different actions. A useful cluster has a recognisable behaviour, a reachable audience and a proposition or service decision that would change because the segment exists.
- Begin with a decision, not with every available variable. Select features that can explain or predict the behaviour relevant to that decision, including location, purchase history, age, stated needs, channel use and service patterns.
- External and digital data can enrich first party records, but only when collection and use are lawful, ethical and accurate. Text Analytics can structure language data and Data Mining can identify patterns across many records and variables. After generating candidate groups, test each segment with six questions:
Watch for
- Do not mistake a statistically detectable cluster for a viable market. Tiny, unstable or inaccessible groups create complexity without value, and sensitive inferred characteristics can introduce serious privacy and discrimination risk.
Non-customer analytics
- Ask what non customers do instead and why. The strongest opportunity often comes from removing a common barrier, not adding another feature for existing buyers.
- Define the current market and the three tiers. Use transaction data to identify lapsed or declining engagement, but do not infer reasons from absence alone.
- Recruit participants lawfully through panels, intercepts, community partners and transparent outreach. Use Quantitative Surveys, Qualitative Surveys, Focus Groups and Interviews. Do not scrape or target individuals from personal social posts merely because a purchase is visible. Obtain consent and protect privacy.
Watch for
- Do not recruit current customers and call the result non customer insight. Also avoid treating refusal as ignorance; it may be rational, ethical or structural.
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Application bridge
Related templates.
Program Benefits Transition PlanProgram Benefits Transition Plan Purpose. Use this plan to move benefit-enabling outputs, responsibilities and capabilities from the programme into the environment that will use and sustain them. The receiver may be a customer, an operational unit such as product support, customer support or service management, or another programme that is operating or about to begin. Application. Transition is moInterface Management PlanInterface Management Plan Purpose. Use this plan to identify and manage the organisational, technical, interpersonal, logistical and political interfaces within the programme, across its portfolio and with external parties. It turns interrelationships and interdependencies into named controls, owners and risks rather than leaving them between component boundaries. Application. Develop the plan earProgram Benefits Sustainment PlanProgram Benefits Sustainment Plan Purpose. Use this plan to maintain the conditions that allow programme benefits to continue accruing after transition. It turns the handover commitments in the benefits transition plan into enduring operational mechanisms, measures, responsibilities and responses. Application. Treat it as a living document. Customer demand, operating capacity, technology, regulatiStakeholder RegisterStakeholder Register Purpose. Use the stakeholder register as the programme's controlled, evolving record of the people and groups who participate in, influence or are affected by the programme. Start from the business case and initial stakeholder identification, refine it during planning and keep it current throughout execution. Appropriate extracts may support the stakeholder engagement and comm