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Instagram Likes Scraper

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Instagram Likes Scraper: Extract available liker profiles from Instagram posts and Reels, including usernames, names, bios, follower counts, profile URLs, and public details. Analyze engaged audiences, identify influencers, research competitors, and uncover potential leads from post engagement.

Pricing

from $1.99 / 1,000 results

Rating

5.0

(9)

Developer

Scrapier

Actor stats

Bookmarked

124

Total users

Monthly active users

3 days ago

Last modified

Categories

Social media

Automation

Developer tools

You can access the Instagram Likes Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "startUrls": ["https://www.instagram.com/p/DLm63qQpxvw/"],
10    "proxyConfiguration": { "useApifyProxy": False },
11}
12
13# Run the Actor and wait for it to finish
14run = client.actor("scrapier/instagram-likes-scraper").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
18for item in client.dataset(run.default_dataset_id).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Instagram Likes Scraper API in Python

The Apify API client for Python is the official library that allows you to use Instagram Likes Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Instagram Likes Scraper API in JavaScript

Instagram Likes Scraper API through CLI

Instagram Likes Scraper OpenAPI definition

Instagram Likes Scraper API

Instagram Likes Scraper (No Cookie)

datadoping/instagram-likes-scraper

This scraper will help you scrape likes without the need of cookie or your session id. It is able to scrape around 1000 unique likers (max in the market). It also shows total likes of a post whose like count is hidden.

Data Doping

1.7K

5.0

Instagram Likers Scraper - Export Users Who Liked Any Post 2026

instaprism/instagram-likers-scraper

No login required. Extract users who liked Instagram posts. Get thousands of interested leads with usernames, IDs, profile data. Auto-save every 60s. Export JSON/CSV/Excel.

red

269

5.0

Meta Brand Collaboration Scraper

apify/brand-collaboration-scraper

Extract branded content partnerships from Meta Ad Library. Get creators, brand partners, content types, dates, and links from Instagram and Facebook. Enrich with profile and post details. Export data, schedule runs via API, and integrate with other tools or AI workflows workflows.

Apify

128

4.5

Instagram Comments Scraper

rakser/instagram-comments-scrapper

Easily scrape comments from any public Instagram post. Just add one or more Instagram post URLs, and the scraper will extract: Comment text, Post IDs, Comment position, Timestamps, Owner IDs, Usernames, Profile pictures, Profile URLs. Perfect for AI Integration, analytics, or engagement tracking.

Rakser

614

2.0

Instagram Post Likers Scraper

seemuapps/instagram-post-likers-scraper

Get the list of users who liked any public Instagram post or Reel username, full name, verification status, and profile picture. Just paste the post URL.

Andrew

Instagram Profile Scraper

crawlerbros/instagram-profile-scraper

Extract comprehensive data from Instagram profiles including posts, reels, photos, and engagement metrics.

Crawler Bros

200

5.0

Instagram Profile Intelligence Pro

inquisitive_magnolia/my-actor-4

Extract structured data from public Instagram profiles, including usernames, bios, profile images, follower counts, following counts, post counts, and recent post or reel URLs.

Neiver Alvarez

Instagram Reels Scraper By Hashtag & Keyword Search

api-empire/instagram-reels-scraper

Instagram Reels Scraper: Discover Reels by hashtag and keyword, capturing captions, creators, URLs, views, likes, comments, timestamps, and engagement data. Identify trending content, analyze creator performance, research audiences, and monitor competitors.

API Empire

3.0

Scrape Instagram Likes by Post URL - No Login - cookieless

patient_discovery/instagram-likes

Extract Instagram post likes without login or cookies. Get usernames, verification status, profile data, and recent activity from any public post in JSON or CSV. Ideal for influencer research, competitor analysis, and identifying high-value engaged audiences at scale.