Instagram Post Like Scraper Bulk

🔍 Instagram Post Like Scraper: Track Engagement Effortlessly

Want to know who liked a post on Instagram? An Instagram post like scraper is the perfect tool to track user engagement, monitor competitors, and analyze social media performance—without manual scrolling.

✅ What is an Instagram Post Like Scraper?

An Instagram post like scraper is a tool or script that extracts a list of users who have liked a specific Instagram post. These tools are often used for:

• Social media analytics
• Influencer marketing
• Competitor research
• Engagement tracking

Below user profile information will be scrap

• Profile ID
• Profile UserName
• full_name
• Profile is private
• Profile is is_verified or not
• profile_pic_url

Example Output Result

{
    "pk": "71424687620",
    "username": "jxs.rhlm",
    "full_name": "José AR",
    "is_private": false,
    "is_verified": false,
    "profile_pic_url": "https://scontent-dus1-1.cdninstagram.com/v/t51.2885-19/491449748_990726203253211_955984486245208754_n.jpg?stp=dst-jpg_s150x150_tt6&_nc_ht=scontent-dus1-1.cdninstagram.com&_nc_cat=107&_nc_oc=Q6cZ2QEM0A1WYny0wrWmsPzB8d3r352Pi_W5ZAiaCLkhhQqijeEpP-Sc0rwnnbKTMU8fng0&_nc_ohc=g9tD4r2dUSkQ7kNvwHiqZKv&_nc_gid=03BWyxfVHSj-Rk68VvPY1w&edm=APwHDrQBAAAA&ccb=7-5&oh=00_AfL6NfnBlSooQ14ShM7hTAmMMkfmzlnaZ1XWWjDBYrT0NA&oe=68219970&_nc_sid=8809c9"
  }

How to use

• Instagram Cookie - Enter Instagram Cookie (Check Section how to get Cookie)
• Instagram Post URLs : Enter Post urls
• Maximum Likers : you can add maximum how much profile need to scrap
• Click on Save and Start Button for Start Process.

How to get Instagram Cookies

1. ✅ Step 1 : Install Chrome Extension Export cookie JSON file for Puppeteer in chrome browser
2. ✅ Step 2 : Login to your Instagram into chrome browser
3. ✅ Step 3 : After login, open chrome Extension "Export cookie JSON file for Puppeteer" and Click Export cookies as JSON, it will download Cookie json file, from file copy cookie.
4. ✅ Step 4 : Go to Software input Area,Paste Cookie on Box "Instagram Cookie"

Get Cookie Demo video. so as per this video, just get cookie for instagram

Check Product Demo Video