Expert Tutorial

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

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

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What is Instagram Profile Scraper?

Extract detailed Instagram profile data including bio, follower counts, posts, and engagement metrics. Essential for influencer marketing.

The Instagram Profile Scraper builds complete influencer dossiers: bios, external links, follower and following counts, post counts, profile pictures, business-category labels, and contact details published in bios. Talent teams use it to vet creators, verify audience signals, and assemble outreach lists with public emails instead of DM roulette. Profiles resolve in bulk on Apify's cloud — paste hundreds of usernames or profile URLs and get one structured record each. Export to Excel or CSV to score influencers on followers, posting activity, and bio keywords, then hand sales-ready lists to campaign managers.

Key Features

  • Extract full profile information
  • Get follower and following counts
  • Download profile pictures
  • Access recent posts and engagement
  • Bulk profile extraction support

How to Extract Data (Step by Step)

Extracting data using the Instagram Profile 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 Profile Scraper configuration.
  3. Download your data: Click Start, wait a few minutes, and download your dataset as Excel or JSON.
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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"
  }
]