# Instagram Comment Scraper (`rigelbytes/instagram-comment-scraper`) Actor

Scrape comments from Instagram posts and reels without login. Supports multiple URLs, pagination, rate limit handling, and proxy configuration.

- **URL**: https://apify.com/rigelbytes/instagram-comment-scraper.md
- **Developed by:** [Rigel Bytes](https://apify.com/rigelbytes) (community)
- **Categories:** Social media, Lead generation, Integrations
- **Stats:** 6 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.50 / 1,000 comments

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

## 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](https://apify.com) and get your API token.
2. **Open the [Instagram Comment Scraper](https://apify.com/rigelbytes/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:

```json
{
  "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

![Output](https://raw.githubusercontent.com/faizanalii/apify-images/97263d5090e46365474ae4dd3f32bdfd58530f83/instagram-comment-scraper.gif)

### API Examples

#### Python

```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

```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

```shell
## 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

```json
[
  {
    "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.
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#### Types of Proxies

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- **No Extra Cost**: You pay the same price, but part of it goes to supporting our efforts.

### 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](https://cal.com/faizanali/appointments) with us to learn more about how we can help you achieve your data goals.

# Actor input Schema

## `post_urls` (type: `array`):

List of Instagram post or reel URLs to scrape comments from.

## `posts_concurrency` (type: `integer`):

Number of posts to scrape concurrently. Adjust based on expected post volume and rate limits.

## `sleep_min` (type: `number`):

Minimum random delay between pagination requests.

## `sleep_max` (type: `number`):

Maximum random delay between pagination requests.

## `request_timeout` (type: `number`):

Timeout for each GraphQL request.

## `request_retries` (type: `integer`):

Number of retries for transient request failures.

## `rate_limit_cooldown` (type: `number`):

How long to wait after hitting a rate limit before retrying.

## `rate_limit_max_waits` (type: `integer`):

Maximum number of rate limit cooldowns before stopping scrape for a post.

## `max_comments` (type: `integer`):

Maximum number of comments to scrape per post. Set to 0 for unlimited.

## `proxyConfiguration` (type: `object`):

Select proxy groups or use your custom proxies

## Actor input object example

```json
{
  "post_urls": [
    "https://www.instagram.com/p/DWte0fylh5b/"
  ],
  "posts_concurrency": 2,
  "sleep_min": 5,
  "sleep_max": 12,
  "request_timeout": 120,
  "request_retries": 1,
  "rate_limit_cooldown": 100,
  "rate_limit_max_waits": 3,
  "max_comments": 20,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ],
    "apifyProxyCountry": "US"
  }
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

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

// Prepare Actor input
const input = {
    "post_urls": [
        "https://www.instagram.com/p/DWte0fylh5b/"
    ],
    "max_comments": 20
};

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

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

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

# Prepare the Actor input
run_input = {
    "post_urls": ["https://www.instagram.com/p/DWte0fylh5b/"],
    "max_comments": 20,
}

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

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "post_urls": [
    "https://www.instagram.com/p/DWte0fylh5b/"
  ],
  "max_comments": 20
}' |
apify call rigelbytes/instagram-comment-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=rigelbytes/instagram-comment-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/acts/36Mk5V9uSjggbMY7D/builds/hVrVi1KryXoCjofYe/openapi.json
