Marketing
Customer engagement analytics
Customer engagement analytics is a highly evolving field at the moment where businesses are trying to map the entire customer interactive journey on- and offline.
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Customer engagement 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.
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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.
Read articleChoice logic
Use this when.
Review the full model at least every six months and monitor leading signals between reviews. Reassess it when a product, service or system changes the experience.
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 engagement analytics
- Identify the few experiences most strongly associated with emotional attachment and repeat behaviour, then test improvements against a baseline rather than trying to please every customer in every way.
- Define engagement for the business and separate emotional state, rational loyalty and behaviour.
- Measure perception through Quantitative Surveys and Qualitative Surveys; use Social Media Analytics for relevant participation and advocacy.
Watch for
- Do not wait for a perfect composite score or treat the first score as truth. Start with a documented model, validate it, monitor drift and refine it without changing definitions so often that trends become meaningless.
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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Open the full model articles.
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Application bridge
Related templates.
Distribution asset inventoryA practical template / form addressing this question: Which channels, customer relationships, defaults, integrations, and communities can support new growth?Product charterA practical template / form addressing this question: What enduring customer and business purpose should guide a product area?Board engagement plannerA practical template / form addressing this question: How can a company use each board member's coaching, recruiting, customer, and strategic strengths?Customer-facing roadmap strategyA practical template / form addressing this question: What should a public or customer-facing roadmap communicate, to whom, and with what confidence?