Qualify & Enrich Leads with GPT-4 and LinkedIn Data for Intelligent Routing

Description

AI-Powered Lead Qualification & Enrichment Pipeline

🎯 Who is this for?

This template is perfect for:
Marketing Teams** looking to automatically qualify inbound leads from campaigns
Sales Teams** wanting to prioritize high-value prospects instantly
Agencies** offering lead qualification as a service to clients
SaaS Companies** routing trial signups to appropriate nurture sequences
B2B Service Providers** scoring and enriching leads from multiple sources

💡 What problem does it solve?

Manual lead qualification is slow, inconsistent, and expensive. Sales teams waste hours on unqualified leads while hot prospects go cold. This workflow:

Eliminates manual research** - Automatically enriches company data via LinkedIn
Scores leads instantly** - AI analyzes 15+ data points to score 0-100
Routes intelligently** - Hot leads get instant alerts, warm leads enter nurture
Personalizes outreach** - AI generates custom emails based on company context

⚡ What this workflow does

1. Lead Capture & Validation
Captures leads via built-in n8n Form (embeddable on any website)
Validates email format and detects business vs personal emails
Normalizes data from various field naming conventions

2. Company Enrichment via Apify
Uses Google Search to find company's LinkedIn profile
Scrapes LinkedIn for industry, size, description, specialties, and more
Gracefully skips enrichment for personal emails (Gmail, Yahoo, etc.)

3. AI Lead Qualification (GPT-4.1)
Scores leads 0-100 based on buying signals
Assigns tier: Hot (80+), Warm (60-79), Cold (40-59), Disqualified (<40)
Identifies buyer persona (Decision Maker, Influencer, Champion, etc.)
Generates personalized talking points and risk factors

4. Intelligent Routing & Actions
Hot Leads**: Instant Slack alert + AI-generated personalized email + HubSpot contact
Warm Leads**: Slack notification for nurture sequence
Cold Leads**: Logged for future reference
All Leads**: Recorded to Google Sheets with full qualification data

🔧 Setup

Required Credentials
| Service | Purpose |
|---------|---------|
| OpenAI | AI qualification & email generation |
| Apify | Google Search + LinkedIn scraping |

Optional Credentials
| Service | Purpose |
|---------|---------|
| Slack | Lead alerts and notifications |
| HubSpot | CRM contact creation |
| Gmail | Sending personalized emails |
| Google Sheets | Lead database logging |

Apify Setup
Create account at apify.com
Get API token from Settings → Integrations
Open the Apify HTTP nodes and replace YOUR_API_KEY with the API token obtained in the above step

Apify Actors Used
Google Search Scraper PPR** (Actor ID: G9PR1B1upfS0mRvp0) - ~$0.004/search
LinkedIn Company Scraper PPR** (Actor ID: G9y3V8J1hXYJTf1Ho) - ~$0.02/company

Total cost: ~$0.02-0.03 per enriched lead

📊 Lead Scoring Criteria

| Score | Tier | What it means |
|-------|------|---------------|
| 80-100 | 🔥 Hot | Strong buying signals, budget confirmed, urgent timeline |
| 60-79 | 🌡️ Warm | Good fit, some buying signals, needs nurturing |
| 40-59 | ❄️ Cold | Potential fit but unclear intent |
| 0-39 | ⛔ Disqualified | Poor fit, spam, or invalid |

🎨 Customization

Modify Form Fields
Edit the "Lead Capture Form" node to add/remove fields for your use case.

Adjust AI Scoring
Edit the system prompt in "AI Lead Qualification" to customize:
Score thresholds for your industry
Buyer persona definitions
Custom qualification criteria

Add Integrations
Easily extend with:
Pipedrive, Salesforce, or other CRMs
Email sequences (Mailchimp, ActiveCampaign)
SMS notifications (Twilio)
Calendar booking (Calendly)

📈 Example Output

{
"qualification": {
"score": 85,
"tier": "Hot",
"buyerPersona": "Decision Maker",
"urgencyLevel": "High"
},
"insights": {
"keyInsights": [
"VP-level with direct budget authority",
"Company in growth phase (51-200 employees)",
"Industry aligned with our ICP"
],
"talkingPoints": [
"Reference their sustainability focus",
"Highlight ROI for mid-market companies"
]
}
}

🙋 Need Help?

Check the sticky notes in the workflow for section-by-section guidance
Ensure Apify credentials are properly configured
Test with a business email (not Gmail/Yahoo) to see full enrichment

Created by Agentical AI - AI Automation Agency specializing in workflow automation and AI solutions.