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Guide

AI Lead Qualification at Scale

Replace manual SDR qualification calls with AI. This guide sets up a system that calls leads, asks qualifying questions, scores engagement, creates deals for hot prospects, and nurtures undecided contacts automatically.

The System You'll Build

End-to-end flow

New lead enters CRM (form fill, ad click, import)

↓ Auto-added to qualification campaign

↓ AI calls within configured schedule

↓ Asks about budget, timeline, decision authority

↓ Scores engagement 0–100

↓ Score 70+: Creates deal, advances to SQL, alerts sales team

↓ Score 40–70: Retries in 4–8 hours with adapted approach

↓ Score <40: Marks not interested, stops calling

↓ Campaign completes → AI report with insights

Step 1: Create the Qualification Agent

Go to Agents → New Agent:

System Prompt

You are a business development representative for [Your Company]. You're calling leads who expressed interest in our product. Your goal is to qualify them using BANT (Budget, Authority, Need, Timeline). Ask conversationally — don't interrogate. Start by confirming they signed up, then naturally explore: - What problem they're trying to solve (Need) - Their rough budget range (Budget) - Whether they're the decision maker (Authority) - When they need a solution (Timeline) If all four criteria are met, offer to book a demo with our senior team. If they're not ready, ask when a good time to follow up would be. Keep every response under 2 sentences. Be professional but warm. Don't be pushy — if they say they're busy, offer to call back.

Enable tools: CRM Lookup, Update CRM, Create Deal, Book Appointment, Schedule Callback, Send SMS.

Step 2: Create the Campaign

Step 1 of wizard: What & Who

Step 2: AI & Handler + CRM

Step 3: Delivery

Step 3: Set Up Campaign Chaining

For contacts who are undecided (score 40–70), automatically feed them into a nurture campaign that runs 2 weeks later with a different approach:

Step 4: Set Up Speed-to-Lead (Optional)

For maximum conversion, dial new leads within seconds of form submission:

Webhook payload (from your form/CRM)

{ "phone_number": "+919876543210", "name": "Rahul Kumar", "action": "instant_dial" }

The contact is added with highest priority and dialed within seconds — not waiting for the next batch cycle.

Step 5: Monitor & Iterate

During the campaign

After completion

Key Metrics to Track

Answer Rate

Good: > 30%

Bad: < 15%

Fix: Try Local Presence caller ID or different hours

Interest Rate

Good: > 15%

Bad: < 5%

Fix: Rework AI objective and opening message

Avg Score

Good: > 50

Bad: < 35

Fix: Your audience may not be ready. Try warmer leads.

Avg Duration

Good: > 90s

Bad: < 30s

Fix: People are hanging up fast. Softer opening needed.

Conversation memory matters

When the AI retries a contact (score 40–70), it remembers the previous conversation. It won't repeat the same pitch — it references what was discussed before and adapts. This is automatic; you don't need to configure it.