Start with the questions customers really ask
The best knowledge bases are built from real tickets, live chat transcripts, onboarding calls, and refund or shipping questions. If your content sounds like a brochure, it usually performs worse than short direct answers written in customer language.
Separate policy topics clearly
Keep pricing, refunds, cancellations, eligibility, onboarding, support hours, and service limits in separate sections. When one document tries to cover everything loosely, retrieval gets weaker and the bot has to guess more often.
Use answer-first formatting
- Write the answer first.
- Add conditions second.
- Add exceptions third.
- Say when the bot should escalate to a human.
Review weak spots every week
Look at where the bot escalates, where it answers with low confidence, and where customers keep asking follow-up questions. Those are signs that your content is incomplete, ambiguous, or too broad.
What a strong result looks like
A mature Waterwair knowledge base gives customers fast answers to common questions, escalates edge cases sooner, and reduces the number of messages that need deeper model processing.