Blog

AI chatbot vs live chat is the wrong fight. Here is what each is actually good at, where each breaks, and the deflect-then-handover model that uses both.

A step-by-step guide to set up AI live chat: connect your knowledge, set escalation rules, simulate on past chats, and go live without dead-ends or wrong answers.

A practical guide to deflecting repetitive FAQs with AI: find the questions worth automating, set confidence rules, simulate, and roll out without dead-ends.

A step-by-step guide to automating refunds with AI: what to safely auto-approve, what to route to a human, and how to set it up on your store and helpdesk.

I ranked the best Mavenoid alternatives in 2026 by what you actually support, from visual hardware tools to AI agents that run on the helpdesk you already have.

A hands-on look at the best Mavenoid alternatives in 2026, from visual hardware-support tools to general AI agents that plug into the helpdesk you already run.

A hands-on Mavenoid review: what the AI product support platform does well, where it falls short, what it costs, and who should pick something else.

An honest Helpshift AI review for 2026: what its Care AI and QuickSearch Bot actually do, why the deflection numbers can mislead, and who it really fits now.

Mavenoid is an AI support platform built for physical products. Here's what it does, how it works, what it really costs, and who should look elsewhere.