AI-Powered Lead Generation Workflow for SDRs

Overview

This workflow automates the entire B2B lead generation pipeline — from identifying prospects on LinkedIn to sending personalized cold emails. By combining Apify for data extraction, Clay for enrichment, and Smartlead for email automation, you can generate 50+ qualified leads per week with minimal manual effort.

What You’ll Need

• Apify — LinkedIn Scraper (free tier available, $49/mo for production)
• Clay — Data enrichment & lead scoring ($149/mo)
• ChatGPT or Claude — Message personalization ($20/mo)
• Smartlead or Lemlist — Email automation ($39/mo)

Step 1: Prospect Identification

Use Apify’s LinkedIn Sales Navigator scraper to extract leads matching your ICP:

1. Go to Apify → LinkedIn Sales Navigator Scraper
2. Configure your search filters: industry, company size, job title, location
3. Run the scraper — it outputs 500+ prospect profiles in JSON/CSV
4. Export to CSV

Pro tip: Filter by “Posted in last 30 days” to find active prospects.

Step 2: Data Enrichment

Import the CSV into Clay and run enrichment:

1. Upload CSV to Clay table
2. Add enrichment columns: personal email, phone, company tech stack, recent funding
3. Run enrichment workflows (uses Hunter, Clearbit, Apollo)
4. Score leads by fit (ideal title × industry match × engagement signal)

Step 3: Message Personalization

Use ChatGPT to generate personalized cold emails:

1. Feed each prospect’s profile (name, company, recent news) into ChatGPT
2. Prompt: “Write a 3-sentence cold email for [Name] at [Company] mentioning [Recent News]”
3. Review and tweak the tone
4. Export to CSV with email body column

Step 4: Email Automation Setup

Configure Smartlead for warm sending:

1. Connect 2-3 sending inboxes (to avoid spam)
2. Upload CSV with prospect emails + personalized bodies
3. Set up multi-step sequence: Day 1 (intro), Day 3 (value prop), Day 7 (case study)
4. Enable automatic follow-ups

Step 5: Track & Optimize

Monitor key metrics and iterate:

• Open rate — target 60%+
• Reply rate — target 10%+
• Meeting booked — target 2-3% conversion
• A/B test subject lines and email bodies weekly

Results

With this workflow, SDRs typically see:

• 50-100 leads generated per week
• 10-15% reply rate on personalized outreach
• 3-5 qualified meetings booked per week
• 80% reduction in manual prospecting time

Tools Breakdown