Site chatbots either shorten paths to answers and qualified leads or trap users when scenarios and sources are missing. Success pairs grounded retrieval with CRM/form capture and a visible human escalation path.
A bot without knowledge sources and escalation is UX debt — not savings.
When it pays off
| Signal | Why | Measure |
|---|---|---|
| Repeated questions | easy retrieval + lower FTE | deflection, response time |
| Expensive handoffs | qualification + routing | CPL, SQL quality |
| Technical product | docs-first answers | help bounce rate |
Quality layers
- RAG from fresh sources — avoid naked prompting.
- Hard policies for risky claims (pricing, legal).
- Editorial ownership of knowledge updates.
Related
- AI and conversion
- AI customer service
- Website that sells
- UX and conversion
- Sales through your website
- AI process automation
FAQ
TagsAI & Machine LearningConversion
Frequently Asked Questions
- Depends on data sensitivity — PII/contracts often need enterprise APIs or private deployment.
- Rarely entirely — best as tier-zero + contextual handoff.