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Case Study · ZapBot

AI / Automation·AI Agent·2026

Booking without the form. Natural language to confirmed reservation.

A conversational AI agent on the live ZapBook platform — intent parsing, real-time availability, GoHighLevel CRM sync. 71% booking conversion. Under 90 seconds message to confirmed.

Status: Private beta.

Last updated:

71%
Booking conversion rate
<90s
Message to confirmed
3mo
To private beta
ZapBot

Problem

The challenge

The standard booking flow works — and every dropdown is a moment a customer can leave. ZapBook wanted to know whether a conversational experience on existing infrastructure could improve conversion.

Outcome

What we built

ZapBot is a conversational AI agent on the live ZapBook platform. Natural language intent parsing extracts date, time, party size, and activity; it queries availability in real time and confirms or offers alternatives. GoHighLevel CRM integration means every confirmed booking creates or updates a contact automatically.

  • Conversational AI booking agent
  • Natural language intent parsing
  • Real-time availability + alternatives
  • GoHighLevel CRM integration
  • Edge case handling (ambiguous dates, pricing)

Tech stack

Full stack used on this build

LLM integrationZapBook APIGoHighLevel API
AI AgentZapBook APIGoHighLevel

Screenshots

Product in context

ZapBot screenshot 1
ZapBot screenshot 2

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