Designing Useful Support Answers for Pre-Purchase Questions
A customer-support assistant sits between changing store facts and a shopper who expects a clear answer. That makes the design problem closer to kno…
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A Merchant-Controlled Architecture for AI Support
AI support becomes useful only when the operating rules behind it are explicit. The hard part is rarely writing a fluent reply; it is deciding which…
A Practical Taxonomy for Ecommerce Support Questions
AI support becomes useful only when the operating rules behind it are explicit. The hard part is rarely writing a fluent reply; it is deciding which…
Designing AI Assistance for Agents, Not Just Automation
The safest way to introduce AI into support is to treat every automated answer as the result of a small, reviewable process rather than as free-form…
A Minimal Data Model for Product Questions in Customer Support
AI support becomes useful only when the operating rules behind it are explicit. The hard part is rarely writing a fluent reply; it is deciding which…
Designing After-Hours Support Without Hiding the Human Team
The safest way to introduce AI into support is to treat every automated answer as the result of a small, reviewable process rather than as free-form…
The best Intercom alternatives in 2026 (an honest comparison)
The best Intercom alternative depends on which pricing model you can live with: Zendesk or Freshdesk if you want a per-seat suite, Gorgias or Chatba…