How deeply does Automating API Delivery cover customer churn?

Defines churn and relates it to retention, recurring usage, and cohort tracking without specifying a calculation procedure.

Customer churn

As explained in Automating API Delivery

Churn is the percentage of users who stop using an API during a defined period.

Customer churn is the percentage of users who stop using an API during a defined period. It is the opposite of retention and indicates declining product stickiness. section 11.1.3

Measure churn alongside related API retention signals:

Track recurring API call volume daily, weekly, or monthly to identify usage trends. section 11.1.3
Group users into cohorts by the date of their first request, then monitor repeat requests over seven- or 30-day windows. section 11.1.3
Compare users who continue making requests with those who stop to evaluate API loyalty and product stickiness. section 11.1.3

How Automating API Delivery covers it

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Also explained in

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Delivering Machine Learning Projects: From design to deploymentCustomer churn is the ending or loss of a customer's relationship with a business.
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First-Party Data ActivationThe percentage of customers who discontinue engagement or purchasing during a specified period.
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Causal AIChurn rate is the rate at which customers or subscribers discontinue a service during a specified period.

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Related concepts

customer satisfactionmeasures · Customer satisfaction is a measure of how favorably customers or users evaluate a product, service, interaction, or outcome in relation to their needs and expectations.
language modeladdressed by · A language model is a computational model that represents patterns in linguistic tokens to estimate sequence probabilities and predict or generate language from context.
onboardingproduced by · Onboarding is the process of helping a newcomer become familiar with and able to participate in a product, team, organization, or system.
metrickind of · A metric is a quantitative measure used to characterize or assess a property, condition, behavior, performance, or outcome.

This explainer was generated by Manning's knowledge graph from the text of Automating API Delivery. The section links point to the parts of the book it draws on.