Figure 14 Sept 2026From “What is a customer health score?”

The customer health scoring signal matrix

Examine how product telemetry, relationship breadth, and financial hygiene combine into actionable risk and expansion tiers.

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Figure 1The customer health scoring signal matrix

Signal category	Telemetry metric	Predictive relevance	Operational failure if omitted
Breadth of adoption	% active seats used weekly	Early indicator of license rightsizing	Contraction occurs unexpectedly at renewal
Depth of utilization	Execution of core value workflows	Confirms real business dependency	High login count disguises zero value realization
Contact resilience	Number of verified stakeholder roles	Defense against organizational champion turnover	Account defects when primary champion resigns
Service friction	Ratio of unresolved blocking tickets	Measures operational frustration	Silent churn occurs without explicit complaint
Commercial hygiene	Invoice payment speed and compliance	Reflects economic health and buyer intent	Financial distress surfaces too late for remediation

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Source: Author's customer retention governance framework grounded in predictive churn modeling and customer valuation research from Lemmens and Gupta (2020), Rust et al. (2004), and Reinartz and Kumar (2000).

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From the essay

Growth that compounds

What is a customer health score?

A customer health score combines behavioral signals to predict account risk. Distinguish risk ranking from profitable retention intervention targeting.

4 Sept 2026

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APA 7

Isoglu, S. (2026). The customer health scoring signal matrix [Figure]. isoglu.com. https://isoglu.com/insights/exhibits/isoglu-2026-what-is-a-customer-health-score-fig01/

BibTeX

@misc{isoglu-2026-what-is-a-customer-health-score-fig01,
  author = {Isoglu, Sinan},
  title = {{The customer health scoring signal matrix}},
  year = {2026},
  howpublished = {Figure 1, isoglu.com},
  url = {https://isoglu.com/insights/exhibits/isoglu-2026-what-is-a-customer-health-score-fig01/},
  note = {From the essay {What is a customer health score?}}
}

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<figure>
  <a href="https://isoglu.com/insights/exhibits/isoglu-2026-what-is-a-customer-health-score-fig01/">
    <img src="https://isoglu.com/social/isoglu-2026-what-is-a-customer-health-score-fig01.png" alt="Figure 1: The customer health scoring signal matrix" width="3200" height="2400">
  </a>
  <figcaption>Figure 1: The customer health scoring signal matrix. Source: Author&#39;s customer retention governance framework grounded in predictive churn modeling and customer valuation research from Lemmens and Gupta (2020), Rust et al. (2004), and Reinartz and Kumar (2000). <a href="https://isoglu.com/insights/exhibits/isoglu-2026-what-is-a-customer-health-score-fig01/">View exhibit</a>.</figcaption>
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