AutomationMart
Home/Browse/LinkedIn scraping, structuring, and messaging using PhantomBuster and GPT-4
n8n

LinkedIn scraping, structuring, and messaging using PhantomBuster and GPT-4

n8nn8n15 modulesv1.0
SlackAirtableGoogle SheetsOpenAILinkedIn

Description This template automates the end-to-end process of extracting professional data from LinkedIn and converting it into a usable format—ideal for recruiters, SDRs, marketers, and growth teams. With a few simple configurations, you’ll be able to trigger the flow, scrape profiles, and use AI to extract name, headline, company, role, industry, and more—without writing a single line of code. Key Features 🔗 Launch PhantomBuster Agent using a profile URL ⏳ Wait 45 seconds for Phanto

At a glance

LinkedIn scraping, structuring, and messaging using PhantomBuster and GPT-4 is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects Slack, Airtable, Google Sheets, OpenAI. It's free to download. Follow the 5-step import below to go live in minutes.

Platform
n8n
Connects
Slack, Airtable, Google Sheets, OpenAI, LinkedIn
Modules
15
Price
Free
Version
v1.0
LinkedIn scraping, structuring, and messaging using PhantomBuster and GPT-4 workflow diagram

About this workflow

Description This template automates the end-to-end process of extracting professional data from LinkedIn and converting it into a usable format—ideal for recruiters, SDRs, marketers, and growth teams. With a few simple configurations, you’ll be able to trigger the flow, scrape profiles, and use AI to extract name, headline, company, role, industry, and more—without writing a single line of code. Key Features 🔗 Launch PhantomBuster Agent using a profile URL ⏳ Wait 45 seconds for PhantomBuster to complete scraping 📥 Fetch and parse scraped data (download URL to JSON) 🤖 Use GPT-4 (OpenAI/Azure) to extract structured information 📄 Output fields: Name, Headline, Company, Job Title, Industry, Experience, etc. 🧰 Optional: Personalize messages using extracted data 📊 Send structured output to Google Sheets, Airtable, or CRM Setup Instructions PhantomBuster Configuration - Sign up for PhantomBuster - Use the LinkedIn Profile Scraper Phantom - Obtain your API Key and Agent ID - Provide a valid LinkedIn session cookie (from browser dev tools) OpenAI or Azure Setup - Add your GPT-4 or GPT-4o API credentials - Can be from either OpenAI or Azure OpenAI Google Sheet (Optional) Add a sheet with LinkedIn profile URLs to process in batch mode Environment Cleanup - This version uses n8n credentials manager - All hardcoded tokens and API keys are removed for security compliance Customization Tips - You can adjust the wait duration depending on PhantomBuster execution time - Replace or extend the AI parsing prompt to include more fields (e.g., education, location, skills) - Add additional automations: Slack notifications, CRM sync, or enrichment tools like Clearbit or Hunter.io Perfect For 🚀 Growth hackers and SDRs automating lead generation 🧠 Recruiters scraping profiles for outreach 📊 Marketing teams enriching data for campaigns 🛠️ SaaS builders building LinkedIn intelligence tools

n8n

How to import this n8n workflow

  1. 1

    Download the workflow JSON file after purchase.

  2. 2

    Open n8n → click the menu → Import from File.

  3. 3

    Select the downloaded JSON and import.

  4. 4

    Set up credentials for each node that requires them.

  5. 5

    Click Execute Workflow to test, then activate.

Setup guide

Setup guide included

Purchase to unlock the full step-by-step guide

Related N8n workflows

Create a MailChimp contact from a LinkedIn Lead Gen Forms submission

Every time a new LinkedIn Lead Gen Forms lead is submitted, a new contact will be created in MailChimp. The template assumes your LinkedIn form collects these details: 1) First name 2) Last name 3) Email The template also expects your MailChimp list to have these fields aside from the email address field: 1) First name 2) Last name

Free

AI-powered knowledge assistant using Google Sheets, OpenAI, and Supabase Vector Search

Description An intelligent conversational AI system that provides contextual responses by combining chat history, vector database knowledge retrieval, and web search capabilities. How it Works (High-level steps) Message Detection: Google Sheets trigger monitors for new user messages and filters out already-processed entries Context Preparation: Extracts user message, retrieves chat history, and formats conversation context with system prompt Knowledge Retrieval: AI agent searches vector database

Free

Generate AI videos from text or images with Sora 2/Pro & GPT-5 enhancement

Harness OpenAI's Sora 2 for instant video creation from text or images using fal.ai's API—powered by GPT-5 for refined prompts that ensure cinematic quality. This template processes form submissions, intelligently routes to text-to-video (with mandatory prompt enhancement) or image-to-video modes, and polls for completion before redirecting to your generated clip. 📋 What This Template Does Users submit prompts, aspect ratios (9:16 or 16:9), models (sora-2 or pro), durations (4s, 8s, or 12s),

Free

Save Bidsketch clients to a Google Sheets spreadsheet

Every time a new client is created in Bidsketch, Make will automatically add that client to your Google Sheets spreadsheet as a new row. The template uses this [example spreadsheet](https://docs.google.com/spreadsheets/d/11PjS78CSImia-k1QBV9rzABZwplDfG_DHuN6XzY0eFw/edit?usp=sharing).

Free

Capture LinkedIn leads and sync them with Google Sheets, HubSpot or Salesforce

This n8n workflow automatically captures LinkedIn leads from multiple sources (new connections, post engagements), enriches the data with AI-powered scoring, eliminates duplicates, syncs to Google Sheets and your CRM (HubSpot or Salesforce), and sends instant notifications to your sales team for high-quality leads. No more manual copy-pasting or lost opportunities—every LinkedIn interaction becomes a tracked, qualified lead ready for follow-up. Benefits Zero Manual Data Entry: Eliminates tediou

Free

Send real-time Kubernetes(EKS/GKE/AKS) CPU spike alerts from Prometheus to Slack

Summary This workflow monitors Kubernetes pod CPU usage using Prometheus, and sends real-time Slack alerts when CPU consumption crosses a threshold (e.g., 0.8 cores). It groups pods by application name to reduce noise and improve clarity, making it ideal for observability across multi-pod deployments like Argo CD, Loki, Promtail, applications etc. 👥 Who’s it for Designed for DevOps and SRE teams and platform teams, this workflow is 100% no-code, plug-and-play, and can be easily extended

Free

AI-powered email to Jira ticket creation with Llama 3.2

This AI-powered workflow reads emails, understands the request using an LLM, and creates structured Jira issues. Key Insights - Poll for new emails every 5 minutes; ensure Gmail/IMAP is properly configured. - AI analysis requires a reliable LLM model (e.g., Chat Model or AI Tool). Workflow Process - Trigger the workflow with the Check for New Emails Gmail Trigger node. - Fetch full email content using the Fetch Full Email Content get message node. - Analyze email content with the Analyze Emai

Free

Send AI interview briefs from resumes with GPT-4o-mini, Google Sheets and Gmail

Quick Overview This workflow runs every 15 minutes to read candidate rows from Google Sheets, download each resume PDF from Google Drive, extract text, generate an HTML interview brief using OpenAI GPT-4o-mini, email it via Gmail to the interviewer, and mark the row as Processed to avoid duplicates. How it works 1. Runs on a schedule trigger every 15 minutes. 2. Reads all candidate rows from the “Candidates” tab in Google Sheets and processes them one at a time. 3. Skips any rows where the Statu

Free

Reviews

No reviews yet

Be the first to buy and share your experience.

Leave a review

Sign in to share your experience with this workflow.

Log in to review
Free
No ratings yet

Create a free account to purchase workflows.

  • JSON blueprint — instant download
  • Setup guide PDF included
  • 5 downloads · valid 30 days
  • Works with n8n

Need help setting this up?

Book a 3-hour live setup session with an Agility consultant.

₹2,499/ session
3 hrs · video call
  • Configure live on Google Meet / Zoom
  • Free follow-up if workflow has defects
  • Platform expert assigned to you
Book installation session
Free