Instagram Post Likers Scraper

📌 Overview

The Instagram Post Likers Scraper extracts the full list of users who liked any public Instagram post, reel, or video — no login or cookies required. Simply provide a post URL and receive clean, structured JSON data for every liker, complete with profile details and account metadata.

Whether you're doing audience research, influencer analysis, lead generation, or competitive intelligence, this Actor gives you instant access to Instagram liker data at scale.

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🚀 Features

• No authentication required — works with all public posts ✅
• Supports all post types — /p/, /reel/, and /tv/ URLs
• Full liker profiles — username, full name, verification status, profile picture, and more
• Fast & lightweight — single request, no pagination needed
• Free tier available — try before you subscribe
• Structured JSON output — ready for export, analysis, or integration

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🔧 How It Works

1. Paste a public Instagram post URL (any /p/, /reel/, or /tv/ link)
2. The scraper resolves the media ID from the URL internally
3. The full list of likers is fetched and pushed to the dataset
4. Free users receive the first 10 likers; paid users receive all likers

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📥 Input Parameters

Parameter	Type	Required	Description
post_url	String	✅ Yes	Full Instagram post URL. Supports /p/, /reel/, and /tv/ formats

Example Input

{
  "post_url": "https://www.instagram.com/p/DHnMo4KoIqD/"
}

Supported URL Formats

https://www.instagram.com/p/DHnMo4KoIqD/
https://www.instagram.com/reel/DHnMo4KoIqD/
https://www.instagram.com/tv/DHnMo4KoIqD/

The media ID is resolved automatically from the URL — no need to find or provide it manually.

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📤 Output Data Structure

Each record in the dataset represents a single user who liked the post.

👤 Liker Record Fields

Field	Type	Description
id	String	Instagram internal user ID
pk	Number	Primary key (numeric user ID)
pk_id	String	Primary key as string
strong_id__	String	Strong identifier for the user
username	String	Instagram handle
full_name	String	Display name of the user
is_verified	Boolean	Whether the account is verified
is_private	Boolean	Whether the account is private
is_new	Boolean	Whether the account was recently created
profile_pic_id	String	Internal ID of the profile picture
profile_pic_url	String	URL to the user's profile picture
latest_reel_media	Number	Timestamp of the user's latest reel (0 if none)

📦 Example Output Record

{
  "strong_id__": "2299395860",
  "pk": 2299395860,
  "pk_id": "2299395860",
  "id": "2299395860",
  "full_name": "Liam",
  "is_private": false,
  "is_verified": false,
  "profile_pic_id": "3646612386211880514_2299395860",
  "profile_pic_url": "https://scontent-dfw6-1.cdninstagram.com/v/t51.2885-19/503358437_18464184412075861_2474542123132304676_n.jpg",
  "username": "liam_kelly8",
  "is_new": false,
  "latest_reel_media": 0
}

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💳 Free vs Paid

Feature	Free	Paid
Likers returned per run	First 10	All likers ✅
Full liker list	❌ Limited	✅ Full
Profile details per liker	✅	✅
Export as JSON / CSV	✅	✅

Free users will see the message: 🔒 Upgrade your subscription to get all likers.

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⚙️ Notes & Limitations

Scope

• Only public posts can be scraped — private account likes cannot be accessed
• Instagram may limit the total likers returned for posts with very high engagement
• Results reflect likers at the time of scraping and may change

Performance

• The Actor retries failed requests up to 3 times automatically
• Single-request architecture means fast turnaround — no pagination delays

Data Integrity

• latest_reel_media will be 0 if the user has no reels
• profile_pic_url links expire after a period — download immediately if persistence is needed
• is_private accounts appear in the list but their content cannot be accessed

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🧠 Use Cases

• Audience research — understand who engages with any public post
• Influencer analysis — evaluate the quality and authenticity of an influencer's audience
• Lead generation — identify engaged users in your niche or market
• Competitor intelligence — see who likes your competitor's content
• Community building — find and connect with highly engaged followers
• Brand monitoring — track who interacts with brand posts
• Fake engagement detection — cross-reference likers against known bot patterns
• Academic research — build datasets of Instagram user profiles for study

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🚀 Getting Started

1. Paste a URL — enter any public Instagram post, reel, or video URL
2. Run — click start and wait for the dataset to populate
3. Export — download results as JSON or CSV, or connect via the Apify API

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💡 SEO Keywords

• Instagram Likers Scraper
• Instagram Post Likes Extractor
• Scrape Instagram Likers
• Who Liked Instagram Post
• Instagram Liker Profile Data
• No-Login Instagram Likes Scraper
• Instagram Engagement Data Tool
• Extract Likers from Instagram Post
• Instagram JSON Liker Export
• Instagram Audience Research Tool

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🔐 Data & Privacy

This scraper accesses only publicly available data — content visible to any visitor on Instagram's website without authentication. The developer assumes no liability for misuse or violation of Instagram's Terms of Service. Users are responsible for ensuring their use of scraped data complies with applicable laws and platform policies.

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❓ FAQ

Q: Can I scrape likers from private posts?
A: No. This scraper only works with public posts. Private account content is not accessible without authentication.

Q: Do I need to find the media ID myself?
A: No. Just paste the post URL — the scraper resolves the media ID internally.

Q: How many likers can I scrape?
A: Free users receive the first 10 likers. Paid users receive the full list returned by Instagram for that post.

Q: Does Instagram limit how many likers are returned?
A: Yes — Instagram may cap the total likers returned for posts with extremely high engagement. This is a platform-side limitation outside the scraper's control.

Q: How fresh is the data?
A: Data is fetched live at the time of each run. Liker lists reflect the state of the post at scrape time.

Q: Can I export the data?
A: Yes — results can be exported as JSON or CSV directly from the Apify dataset, or accessed programmatically via the Apify API.

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📧 Support & Feedback

For issues, feature requests, or feedback, use the Actor's issue tracker or contact support directly. Your input helps improve the scraper for everyone!

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🚀 Start scraping Instagram post likers instantly — structured, clean data with no login required!