AI customer support, honestly.
Guides on automating support without overselling what automation can do — what AI resolves on its own, what stays human, and how to check the numbers you are quoted.
AI Support Regression Testing Checklist
Test support AI before changing prompts or knowledge articles. Use an expected-answer matrix, multilingual cases and clear release decisions.
AI support approval workflows
Design human approval workflows for AI refunds, account changes and cancellations: risk tiers, evidence, ownership, retries and audit trails.
5 min read
Agentic commerce support readiness
Prepare post-purchase support for AI shopping orders: attribution, identity, order context, returns, approval workflows and channel handoffs.
5 min read
AI voice support pilot acceptance tests
Test AI voice support with a small call matrix for latency, interruption and completed escalation before you expand a pilot.
6 min read
WhatsApp AI support readiness checklist
Prepare WhatsApp AI support with a practical checklist for business policy, templates, approved knowledge and human escalation.
7 min read
7 Best Tidio Alternatives in 2026, Compared
Seven Tidio alternatives compared on what each one actually meters, with every vendor figure read from the vendor's own pricing page and dated.
10 min read
Intercom Fin Pricing in 2026, Explained
Fin bills $0.99 per outcome on top of Intercom seats. What counts as an outcome, and a worked 1,000-conversation month at 45% and 70% resolution.
8 min read
AI agent vs chatbot: what actually changed
Every vendor renamed its chatbot an AI agent. The label is free, the capability is not. The question that separates them, and what to check before signing.
9 min read
How to get your help center cited by ChatGPT and AI search
Google retired FAQ rich results in June 2026, but answer engines still quote support content. What earns a citation, and how to make your docs quotable.
10 min read
How to stop your support AI from making things up
Hallucination is the top objection to support AI — and it is mostly a retrieval and permissions problem, not a model one. The controls that actually work.
9 min read
How to add live chat to your website in 10 minutes
Live chat installs in about ten minutes — one script tag or a CMS plugin. Here is the full setup: install route, knowledge base, office hours and handover.
9 min read
Live chat vs chatbot: which do you need?
Live chat is a person; a chatbot is software. The honest answer is that you do not have to choose — modern widgets run AI first and hand off to a human.
10 min read
Best live chat software in 2026: 7 tools, ranked honestly
Seven live chat tools ranked on AI resolution, human handover, total cost and EU hosting — including an upfront disclosure that we publish this list.
9 min read
Proactive support for at-risk customers
Which churn signals are worth acting on, what a proactive message must contain to be support rather than noise, and how to measure win-back honestly.
10 min read
Per-agent vs per-resolution support pricing
Two billing shapes, three worked 12-month scenarios, and the exact ratio where each starts to win — on published rates, including a peak month.
10 min read
Measuring support quality without vanity metrics
Tickets closed, handle time and raw CSAT always look fine. The replacement set, how each number gets gamed, and the weekly page a support lead can defend.
10 min read
GDPR for AI customer support: a buyer's guide
The four questions procurement asks about an AI support tool — DPA scope, data location, retention, and access requests. Answer them before you buy.
10 min read
AI to human handoff: an operational playbook
Customers forgive a bot that does not know, not one that will not let go. The triggers to wire, what travels with the conversation, and how to score it.
10 min read
Multilingual support from one knowledge base
Answer customers in their language without a knowledge base per language: the setup order, what genuinely translates, and what quietly breaks.
9 min read
SaaS support automation: API vs knowledge base
SaaS queues are not e-commerce queues. Documented knowledge versus live account state: which questions each can answer, and where approval has to sit.
9 min read
Writing help-center articles AI can answer from
Your resolution rate is set by your content, not the model. One question per article, front-loaded answers, and how to test with your own tickets.
9 min read
Preparing customer support for Black Friday and peak season
Peak multiplies the problems you already have. The ticket-spike maths, what to automate first, a knowledge-base checklist, and what to watch that week.
9 min read
EU AI Act: you must tell customers it is AI
Article 50 applied from 2 August 2026. What it requires of a support chatbot, why the 'obvious' exemption will not save you, and the GDPR duties.
8 min read
What counts as an AI resolution? 5 vendors
Intercom, Zendesk, Gorgias, Freshdesk and Tidio all bill for AI outcomes — and all define them differently. A sourced look at what each charges you for.
9 min read
Deflection rate vs resolution rate
Deflection counts tickets that never arrived; resolution counts problems that got solved. Only one of the two survives contact with an angry customer.
6 min read
AI live chat for WooCommerce: how to add it
What an AI chat agent needs access to on a WooCommerce store, how order lookups stay safe, and the plugin criteria that matter more than the feature list.
8 min read
How to automate Shopify support with AI
What AI can safely resolve on its own in a Shopify store, what has to stay human, and how to set the whole thing up in an afternoon.
7 min read
What is an AI resolution? Pricing explained
Per-resolution AI pricing is becoming standard, but the definition of 'resolution' decides whether it is fair. How to evaluate it, whatever tool you pick.
5 min read
See it on your own docs.
Connect your help centre, test answers on your own questions, and review handoffs before rolling it out.
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