Setup
How to launch an AI website assistant in one afternoon
A practical checklist for adding knowledge, testing answers, setting handoff rules, and launching with confidence.
6 min readApr 18, 2026
Read articleResources
AI support automation guides for ecommerce teams.
Practical guidance on AI chatbot setup, customer engagement workflows, conversion analytics, human handoff, and safe automation.
Library
AI support playbooks for growing teams.
Practical guidance on AI assistant setup, support automation, conversion analytics, and AI quality control.
Customer Support
Reducing response times without making support feel robotic
Use AI automation for first-response speed while preserving human judgment on edge cases and high-value buyers.
5 min readMar 29, 2026
Read articleAnalytics
Conversation analytics that prove AI support ROI
Go beyond ticket deflection by tying AI conversations to revenue, customer satisfaction, and team capacity.
7 min readFeb 10, 2026
Read articleAI Safety
How confidence scoring keeps AI chat safe for customer-facing teams
Why per-reply confidence scores and grounded retrieval beat raw GPT for customer-facing chat - and how to evaluate any AI vendor on these dimensions.
6 min readMay 12, 2026
Read articleStrategy
How to choose the first AI chatbot workflow
A practical way to pick the first workflow so AI support launches with focus, quality, and measurable outcomes.
7 min readMay 21, 2026
Read articleAI Safety
What questions should never be answered by AI?
A clear escalation map for sensitive, high-risk, angry, account-specific, and low-confidence customer conversations.
6 min readMay 21, 2026
Read articleAnalytics
How to measure ticket deflection without lying to yourself
Ticket deflection is useful only when it reflects real resolution, not customers giving up or being pushed away.
7 min readMay 21, 2026
Read articleConversion
The best pages to place an AI chatbot on
Where AI chat creates the most value depends on whether the visitor needs support, buying guidance, or qualified follow-up.
6 min readMay 21, 2026
Read articleEcommerce
How ecommerce teams should handle refund questions with AI
Refund questions are high-volume and high-risk, which makes them perfect for structured AI support rather than loose automation.
6 min readMay 21, 2026
Read articleKnowledge Base
How to build a support knowledge base from real customer chats
The fastest way to improve AI support knowledge is to use the questions customers already ask.
7 min readMay 21, 2026
Read articleAI Safety
What makes an AI support answer trustworthy?
A trustworthy AI answer is not just confident. It is grounded, specific, useful, and willing to hand off.
6 min readMay 21, 2026
Read articleAnalytics
AI chatbot metrics every support team should track
The best AI chatbot dashboard combines speed, quality, workload, and customer outcome metrics.
7 min readMay 21, 2026
Read articleCustomer Support
How to reduce repetitive support questions before hiring more agents
Before adding headcount, remove avoidable support work from product pages, policies, docs, and chat workflows.
6 min readMay 21, 2026
Read articleEcommerce
How AI chat can help shoppers choose the right product
Product recommendation chat works best when it starts from real buyer questions and approved product knowledge.
6 min readMay 21, 2026
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