Insights on AI customer support
Guides, research, and playbooks on AI customer support — architecture, migration, knowledge bases, pricing, and retention.
Jul 7, 2026 · 9 min read
Activation is the new retention: how guided onboarding cuts churn before it starts
Churn you fight at renewal was usually decided in week one. The data-backed case for treating activation as your real retention program — and how guided onboarding moves the number.
Read moreJun 18, 2026 · 8 min read
Self-serve content that answers before users ask: writing for tours and tooltips
Help centers wait to be searched. In-app content meets users at the exact step where they hesitate — here's how to write the articles, tooltip lines and tour copy that power guided onboarding.
Read moreJun 4, 2026 · 9 min read
In-app announcements without the annoyance: cadence, targeting, tone
Every dismissed announcement trains users to dismiss the next one. The cadence caps, targeting rules and copy habits that keep feature news welcome.
Read moreMay 14, 2026 · 9 min read
Segmented onboarding: different paths for admins, end users and viewers
An admin, an invited end user and a read-only viewer sign up for different jobs. How to design role-based onboarding paths that get each of them to value faster.
Read moreApr 9, 2026 · 10 min read
Measuring activation: the metrics that predict retention
Activation only matters if it predicts retention. How to find your real activation event in the data, which metrics to track weekly, and how to pick a north star.
Read moreMar 12, 2026 · 8 min read
Tooltips vs documentation: when in-app help beats a knowledge base
A tooltip and a help article answer the same question with opposite strengths. A practical framework for choosing between in-app help and the knowledge base.
Read moreFeb 17, 2026 · 9 min read
Product tour design: the mistakes that make users skip
Users do not hate product tours — they hate tours built like feature demos. Seven design mistakes behind every skipped tour, and how to fix each one.
Read moreJan 20, 2026 · 9 min read
Onboarding checklist items that actually activate users
Most onboarding checklists are a vendor setup list in disguise. How to choose the four or five items that genuinely move activation, and what to cut.
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