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A sales qualification agent: from first question to booked demo

Turn inbound chat into qualified pipeline. The agent design, the qualifying prompt, the CRM tools, and the workflow that books the demo and notifies the rep.

Written by

WisebotAI

Published

June 10, 2026

Inbound interest goes cold fast. A qualification agent works the moment someone shows up — on the website, WhatsApp, or email — asks the right questions, and hands a warm, qualified lead to a rep with context. Here's how to build one.

The use case

A visitor asks "do you support SSO?" or "what's pricing for 50 seats?" Instead of a form and a 24-hour wait, an agent answers from your real docs, learns who they are, and books the demo while intent is high.

The agent

One agent, scoped to sales. Attach knowledge: pricing, security overview, and product docs so answers are grounded and cited — not improvised. Choose a fast model for snappy back-and-forth (switch per agent any time).

The qualifying prompt

You qualify inbound leads for Acme. In a warm, brief tone, one question at a time,
learn: team size, primary use case, and timeline. Answer product/pricing questions
only from the attached knowledge and cite the source.
Never invent discounts, SLAs, or commitments.
When the lead is a fit and ready, offer the next step:
  - self-serve trial → share the start link
  - wants a walkthrough → book a demo and capture name + work email
If they ask for custom pricing, security review, or procurement, hand off to sales.

The tools

  • Knowledge search — grounded, cited answers.
  • Book appointment (built-in) — put time on a rep's calendar.
  • CRM connector (e.g. HubSpot/Salesforce via MCP) — create or update the lead.
  • Slack connector — ping the owning rep with the transcript.

The workflow

  1. Trigger: conversation tagged "sales intent."
  2. LLM + KB: qualify and answer questions.
  3. Branch: qualified & ready → booking path; needs human → hand off.
  4. Booking path: book_appointment → CRM create/update lead → Slack notify the rep with summary + citations.
  5. Run record: every booked demo leaves a reviewable trail for RevOps.

Keep it honest

The fastest way to lose a technical buyer is an agent that overpromises. Ground every product claim in the knowledge base, and route security/procurement questions to a human. A qualification agent's job is to advance the deal, not to close things it can't back up.

Measure

Track chats → qualified → demos booked → showed. Tune the qualifying questions and the "ready" threshold from real transcripts.

Next: writing agent system prompts and tool calling with MCP.