Instagram Comment Scraper

Extract every comment from Instagram posts and reels — just drop a URL and get usernames, comment text, likes, timestamps, and profile data. Perfect for sentiment analysis, influencer research, community management, and brand monitoring at scale.

What can Instagram Comment Scraper do for you?

• Scrape all comments from any post or reel — No login required. Works with single posts or bulk URLs.
• Full commenter profile data — Username, profile picture, verification status, and profile link for every commenter.
• Likes, timestamps, and engagement signals — See how many likes each comment received and exactly when it was posted.
• Reply-aware structure — Parent-comment IDs let you reconstruct nested conversation threads.
• Built-in rate-limit handling — Automatic cooldown and retry mechanisms keep your scrape running smoothly even on high-volume posts.
• Proxy support — Use Apify residential proxies or bring your own for geo-targeted extraction.

What data can you extract?

Field	Description
🖼️ Profile Pic	Avatar URL of the commenter
👤 Username	Instagram handle
💬 Comment Text	The full comment content
❤️ Likes	Number of likes on the comment
🕐 Created At	Timestamp of when the comment was posted
🔗 Profile Link	Direct link to the commenter's profile
📎 Post URL	The original post or reel URL

Why use this scraper?

• Market Research — Analyze what audiences are saying about brands, products, or campaigns under Instagram posts.
• Influencer Due Diligence — Assess engagement quality by reviewing real comments and commenter authenticity.
• Community Management — Monitor comments across your owned posts or competitor content for sentiment and feedback.
• Content Automation — Feed scraped comments into NLP pipelines for trend analysis, topic clustering, or moderation workflows.

How to use Instagram Comment Scraper

1. Create a free Apify account at apify.com and get your API token.
2. Open the Instagram Comment Scraper page on Apify Console.
3. Paste one or more Instagram post/reel URLs into the post_urls field.
4. Configure optional settings — concurrency, delays, max comments per post, and proxy preferences.
5. Click Start and download your data as JSON, CSV, or XLSX when the run finishes.

Pricing

Model	Price
Per 1,000 comments	$1.5

No hidden fees or limits on usage. Each actor run also incurs a small platform start fee. Save up to 20% by purchasing an Apify subscription plan.

Input

The actor accepts the following configuration:

• post_urls (array[string], required) — List of Instagram post or reel URLs to scrape comments from.
• posts_concurrency (integer, optional, default: 2) — Number of posts to scrape concurrently.
• sleep_min (number, optional, default: 5) — Minimum random delay between pagination requests (seconds).
• sleep_max (number, optional, default: 12) — Maximum random delay between pagination requests (seconds).
• request_timeout (number, optional, default: 120) — Timeout per GraphQL request (seconds).
• request_retries (integer, optional, default: 1) — Retries for transient request failures.
• rate_limit_cooldown (number, optional, default: 100) — Wait time after hitting a rate limit (seconds).
• rate_limit_max_waits (integer, optional, default: 3) — Max rate limit cooldowns before stopping for a post.
• max_comments (integer, optional, default: 100) — Maximum comments to scrape per post. Set 0 for unlimited.
• proxyConfiguration (object, optional) — Proxy settings. Supports Apify proxy groups (recommended: RESIDENTIAL) or custom proxy URLs.

📝 Copy for Use:

{
  "post_urls": [
    "https://www.instagram.com/p/DWte0fylh5b/"
  ],
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  },
  "posts_concurrency": 2,
  "sleep_min": 5,
  "sleep_max": 12,
  "request_timeout": 120,
  "request_retries": 1,
  "rate_limit_cooldown": 300,
  "rate_limit_max_waits": 3
}

Why Choose This Scraper?

• Affordable: Pay only $1.5 per 1,000 comments with no hidden fees or minimum commitments.
• Comprehensive: Extract every comment — including text, likes, timestamps, profile data, and reply structure.
• Easy to Use: Paste a URL, configure optional settings, and start scraping in under a minute.
• Reliable: Built with automatic rate-limit handling, retry logic, and configurable delays for uninterrupted scraping.

Output

API Examples

Python

from apify_client import ApifyClient

# Initialize the ApifyClient with your API token
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
  "post_urls": [
    "https://www.instagram.com/p/DWte0fylh5b/"
  ],
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  },
  "posts_concurrency": 2,
  "sleep_min": 5,
  "sleep_max": 12,
  "request_timeout": 120,
  "request_retries": 1,
  "rate_limit_cooldown": 300,
  "rate_limit_max_waits": 3
}

# Run the Actor and wait for it to finish
run = client.actor("rigelbytes/instagram-comment-scraper").call(run_input=run_input)

JavaScript

import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your API token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
  "post_urls": [
    "https://www.instagram.com/p/DWte0fylh5b/"
  ],
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  },
  "posts_concurrency": 2,
  "sleep_min": 5,
  "sleep_max": 12,
  "request_timeout": 120,
  "request_retries": 1,
  "rate_limit_cooldown": 300,
  "rate_limit_max_waits": 3
};

(async () => {
    const run = await client.actor("rigelbytes/instagram-comment-scraper").call(input);
})();

cURL

# Set your Apify API token
API_TOKEN=<YOUR_API_TOKEN>

# Prepare Actor input
cat > input.json <<'EOF'
{
  "post_urls": [
    "https://www.instagram.com/p/DWte0fylh5b/"
  ],
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  },
  "posts_concurrency": 2,
  "sleep_min": 5,
  "sleep_max": 12,
  "request_timeout": 120,
  "request_retries": 1,
  "rate_limit_cooldown": 300,
  "rate_limit_max_waits": 3
}
EOF

# Run the Actor
curl "https://api.apify.com/v2/acts/rigelbytes/instagram-comment-scraper/runs?token=$API_TOKEN" \
  -X POST \
  -d @input.json \
  -H 'Content-Type: application/json'

Detailed Data

[
  {
    "pk": "18121785391719030",
    "username": "mc_gang04",
    "text": "😍",
    "comment_like_count": 0,
    "created_at": "2026-04-13T16:50:18",
    "post_url": "https://www.instagram.com/p/DWte0fylh5b/",
    "profile_link": "https://www.instagram.com/mc_gang04/",
    "profile_pic_url": "https://scontent.cdninstagram.com/v/...",
    "user": {
      "is_verified": false,
      "username": "mc_gang04"
    }
  },
  {
    "pk": "18028046117804176",
    "username": "brandy_capello",
    "text": "😍😍",
    "comment_like_count": 0,
    "created_at": "2026-04-13T14:57:33",
    "post_url": "https://www.instagram.com/p/DWte0fylh5b/",
    "profile_link": "https://www.instagram.com/brandy_capello/",
    "profile_pic_url": "https://scontent.cdninstagram.com/v/...",
    "user": {
      "is_verified": false,
      "username": "brandy_capello"
    }
  },
  {
    "pk": "17854058193637224",
    "username": "zad_abdelreheem",
    "text": "❤️❤️❤️",
    "comment_like_count": 0,
    "created_at": "2026-04-12T23:53:03",
    "post_url": "https://www.instagram.com/p/DWte0fylh5b/",
    "profile_link": "https://www.instagram.com/zad_abdelreheem/",
    "profile_pic_url": "https://scontent.cdninstagram.com/v/...",
    "user": {
      "is_verified": false,
      "username": "zad_abdelreheem"
    }
  }
]

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Understanding Proxies

When scraping data or browsing anonymously, proxies are essential. They act as intermediaries, masking your original IP address and allowing you to send requests from another location.

Why Use Proxies?

• Avoid IP Blocks — By routing requests through proxies, you prevent the target website from recognizing your IP as a scraper or spammer.
• Access Geo-restricted Content — Proxies let you access content or websites restricted by location.
• Enhance Anonymity — Hide your actual IP, ensuring privacy while scraping or browsing.

Types of Proxies

1. Residential Proxies — Real IPs from ISPs that mimic regular users. Best for long-term, undetectable scraping.
2. Data Center Proxies — Fast and cheap but easier to detect. Best for high-speed scraping with lower anonymity needs.
3. Mobile Proxies — IPs from mobile carriers (3G/4G/5G). Very hard to detect — ideal for sophisticated scraping.

Rotating Proxies vs. Straight Proxies

• Rotating Proxies: Every request goes through a different proxy, making it harder for websites to detect scraping patterns.
• Straight Proxies: All requests use the same IP, which is easier to track but simpler to set up.

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🙌 Why Buy Through Our Affiliate Link?

• Exclusive Deals: Some providers offer special discounts when you use our link.
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About Rigel Bytes

Rigel Bytes specializes in web scraping, automation, and data analytics. We help businesses extract and leverage valuable data for informed decision-making.

Contact Us

Ready to unlock the power of data? Reach out to us at contact@rigelbytes.com or book an appointment with us to learn more about how we can help you achieve your data goals.