Expert Tutorial

How to Use Instagram Comments Scraper to Extract Data (2026 Guide)

A step-by-step guide on how to use Instagram Comments Scraper to extract data and export it to Excel or CSV without coding.

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What is Instagram Comments Scraper?

Extract comments from Instagram posts and reels. Get comment text, usernames, replies, and engagement data.

Extract detailed comment data from any Instagram post or reel. Get comment text, IDs, replies, timestamps, owner information, usernames, and profile pictures. Perfect for sentiment analysis, engagement research, and audience insights.

Key Features

  • Extract all comments from posts/reels
  • Get nested replies and threads
  • Download commenter profiles
  • Filter by date range
  • Bulk extraction from multiple posts

How to Extract Data (Step by Step)

Extracting data using the Instagram Comments Scraper is incredibly straightforward. It runs entirely in the cloud, meaning you don't need to install any desktop software.

  1. Sign up for free: Create a free ParseFlow account to access professional extraction tools.
  2. Set your parameters: Paste the target URLs into the Instagram Comments Scraper configuration.
  3. Download your data: Click Start, wait a few minutes, and download your dataset as Excel or JSON.
Instagram Comments Scraper

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What does the exported data look like?

You can export the results into Excel, CSV, JSON, or HTML. Here is a sample of what the raw JSON data looks like:

[
  {
    "url": "https://example.com/data",
    "title": "Sample Extracted Record",
    "extracted_at": "2026-05-20T14:30:00Z"
  }
]