🎣 Lead generation automate on LinkedIn - personalisation, enrichment

⚡ 16,969 views · 🎣 Lead Generation & Enrichment

💡 Pro Tip — If you’re pulling LinkedIn data through HTTP requests or dealing with API restrictions, there’s a community node called ScraperNode that handles this natively. It has dedicated scrapers for profiles, companies, jobs, and people search — you just pass a URL and get structured data back.

Description

🔧 Workflow Summary

This system automates LinkedIn lead generation and enrichment in six clear stages:

1. Lead Collection (via Apollo.io)

• Automatically pulls leads based on keywords, roles, or industries using Apollo’s API.
• Captures name, job title, company, and LinkedIn profile URL.
• You can kick off the workflow via form, webhook, WhatsApp, Telegram, or any other custom trigger that passes search parameters.

2. LinkedIn Username Extraction

• Extracts usernames from LinkedIn profile URLs using a script step.
• These usernames are required for further enrichment using RapidAPI.

3. Email Retrieval (via Apollo.io User ID)

• Fetches verified work email using the Apollo User ID.
• Email validity is double-checked using www.mails.so filtering out undeliverable or inactive emails by checking MX records and deliverability.

4. Profile Summary (via LinkedIn API on RapidAPI)

• Enriches lead data by pulling bio/summary details to understand their background and expertise.

5. Activity Insights (Posts & Reposts)

• Collects recent posts or reposts to help craft personalised messages based on what they’re currently engaging with.

6. Leads Sheet Update

• All data is written into a Google Sheet.
• New columns are populated dynamically without erasing existing data.

⸻

✅ Smart Retry Logic

Each workflow is equipped with a fail-safe system:

• Tracks status per row: ✅ done, ❌ failed, ⏳ pending
• Failed rows are automatically retried after a custom delay (e.g., 2 weeks).
• Ensures minimal drop-offs and complete data coverage.

📊 Google Sheets Setup

Make a copy of the following:

• Template 1: Apollo Leads Scraper & Enrichment
• Template 2: Final Enriched Leads

The system appends data (like emails, bios, activity) step by step.

🔐 API Credentials Needed

1. Apollo API

• Sign up and generate API key at [Apollo Developer Portal](Apollo Developer Portal)
• Be sure to enable the “Master API Key” toggle so the same key works for all endpoints.

2. LinkedIn Data API (via RapidAPI)

• Subscribe at RapidAPI - LinkedIn Data
• Use your key in the x-rapidapi-key header.

3. Mails.so API

• Get your API Key from mails.so dashboard

🛠️ Troubleshooting – LinkedIn Lead Machine

✅ Common Mistakes & Fixes

1. API Keys Not Working

• Make sure API keys for Apollo, RapidAPI, and mails.so are correct.
• Apollo “Master API Key” must be enabled.
• Keys should be saved as Generic Credentials in n8n.

2. Leads Not Found

• Check if the search query (keyword/job title) is too narrow.
• Apollo might return empty results if the filters are incorrect.

3. LinkedIn URLs Missing or Invalid

• Ensure Apollo is returning valid LinkedIn URLs.
• Improper URLs will cause username extraction and enrichment steps to fail.

4. Emails Not Coming Through

• Apollo may not have verified emails for all leads.
• mails.so might reject invalid or expired email addresses.

5. Google Sheet Not Updating

• Make sure the Google Sheet is shared with the right Google account (linked to n8n).
• Check if the column names match and data isn’t blocked due to formatting.

6. Status Columns Not Changing

• Each row must have done, failed, or pending in the status column.
• If the status doesn’t update, the retry logic won’t trigger.

7. RapidAPI Not Returning Data

• Double-check if username is present and valid.
• Make sure the RapidAPI plan is active and within limits.

8. Workflow Not Running

• Check if the trigger node (form, webhook, etc.) is connected and active.
• Make sure you’re passing the required inputs (keyword, role, etc.).

Need Help? Contact www.KrupalPatel.com for support and custom workflow development

🔗 Nodes Used

Google Sheets, HTTP Request, Schedule Trigger, Google Sheets Trigger, n8n Form Trigger, OpenAI

📥 Import

Download workflow.json and import into n8n: Workflow menu → Import from File

📖 Importing guide · 🔑 Credential setup