Instagram Lead Generator from post likers

Introduction

The Instagram Lead Generator is a powerful Apify actor that combines Instagram liker scraping with profile analysis to extract valuable contact information for lead generation. This actor scrapes users who liked specific Instagram posts and then analyzes their profiles to extract emails, phone numbers, social media links, and other contact information.

Key Features

• User profile details extraction
• Contact Extraction: Automatically extracts emails and phone numbers from user bios
• Social Media Links: Identifies social media profiles and website links
• Business Intelligence: Extracts business contact information when available

Use Cases

Lead Generation

• B2B Lead Generation: Find potential business contacts from industry-related posts
• Sales Prospecting: Identify prospects who engage with relevant content
• Marketing Campaigns: Build targeted contact lists for email/SMS campaigns
• Networking: Connect with users interested in specific topics

Market Research

• Competitor Analysis: Analyze who engages with competitor content
• Audience Research: Understand the contact information of engaged users
• Industry Mapping: Map contact information across industry influencers
• Trend Analysis: Track contact patterns in trending posts

Business Development

• Partnership Discovery: Find potential business partners with contact info
• Influencer Outreach: Identify influencers with available contact methods
• Customer Acquisition: Target users who engage with relevant content
• Brand Monitoring: Track who engages with brand content and their contact info

Input

The actor accepts the following input parameters:

Field	Type	Required	Description
urls	Array	Yes	List of Instagram post URLs to scrape likers from
maxLikers	Number	No	Maximum likers to process per post (default: 50, max: 100)
cookies	Array	Yes	Instagram authentication cookies for liker scraping
proxy	Object	No	Proxy configuration for both operations

Example Input

{
  "urls": [
    "https://www.instagram.com/p/CxYz123ABC/",
    "https://www.instagram.com/p/ABC456def/"
  ],
  "maxLikers": 50,
  "cookies": [
    {
      "name": "sessionid",
      "value": "your_session_id_here"
    },
    {
      "name": "csrftoken",
      "value": "your_csrf_token_here"
    },
    {
      "name": "ds_user_id",
      "value": "your_user_id_here"
    }
  ],
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}

Output Format

The actor stores results in the default dataset. Each item contains comprehensive lead information:

Example Output

{
  "pk": "8234323460",
  "username": "anittaal3",
  "full_name": "AnittaAL",
  "is_private": false,
  "is_verified": false,
  "profile_pic_url": "https://instagram.fbsr2-2.fna.fbcdn.net/v/t51.2885-19/460953330_3927717614177385_899709762990507422_n.jpg",

  "emails": ["contact@anitta.com", "business@anitta.com"],
  "phone_numbers": ["+1-555-123-4567", "(555) 987-6543"],
  "social_links": ["https://twitter.com/anitta", "https://facebook.com/anitta"],
  "website_links": ["https://anitta.com", "https://anitta.shop"],

  "bio": "Digital creator | Contact: contact@anitta.com | Call: +1-555-123-4567",
  "external_url": "https://anitta.com",
  "followers": 15000,
  "following": 500,
  "is_business_account": true,
  "business_email": "business@anitta.com",
  "business_phone": "+1-555-987-6543",
  "category": "Digital Creator",

  "post_url": "https://www.instagram.com/p/CxYz123ABC/",
  "post_shortcode": "CxYz123ABC"
}

Output Fields

Field	Type	Description
Contact Information (Priority)
emails	Array	Extracted email addresses (from bio + business email)
phone_numbers	Array	Extracted phone numbers (from bio + business phone)
social_links	Array	Social media profile links
website_links	Array	Website and non-social links
Basic Profile
pk	String	User's unique Instagram ID
username	String	Instagram username
full_name	String	Display name
is_private	Boolean	Whether account is private
is_verified	Boolean	Whether account is verified
profile_pic_url	String	Profile picture URL
Profile Details
bio	String	User's biography text
external_url	String	External website URL
followers	Number	Follower count
following	Number	Following count
is_business_account	Boolean	Whether it's a business account
business_email	String	Business email (if available)
business_phone	String	Business phone (if available)
category	String	Business category
Post Context
post_url	String	Original post URL
post_shortcode	String	Post shortcode

Contact Extraction Capabilities

Email Detection

• Standard email formats: user@domain.com
• Business emails from profile data
• Emails embedded in bio text

Phone Number Detection

• International formats: +1-234-567-8900
• US/Canada formats: (123) 456-7890, 123-456-7890
• Extensions: 123-456-7890 ext 123
• WhatsApp/Telegram numbers

Social Media Links

• Instagram, Facebook, Twitter/X, LinkedIn
• YouTube, TikTok, Snapchat, Pinterest
• Discord, Telegram, WhatsApp

Authentication

Method 1: Using Cookie Editor Extension (Recommended)

1. Install the Cookie Editor extension from Microsoft Edge Add-ons
2. Open Instagram in your browser and log in
3. Click the Cookie Editor extension icon
4. Export cookies as JSON and paste the entire JSON in the cookies field

For a detailed video tutorial, watch this video.

Lead Generation Strategy

1. Industry-Specific Posts: Target posts in your industry for better quality leads
2. Influencer Posts: Posts from industry influencers often have engaged followers
3. Trending Content: Monitor trending posts for high-engagement opportunities
4. Regular Monitoring: Set up regular runs to capture new leads

Support

For technical support, questions, or custom development requests, please contact:

Email: coredev.dan@gmail.com

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