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Instagram Profile Scraper Pro — Instagram | Lagic

Built ForMarketing AgenciesE-commerce BrandsMedia & Publishing

Extract Detailed Instagram Profile Content and Engagement Metrics

Curated by Lagic·Verified working

Configure Agent

Provide instagram usernames of the accounts you want to scrape from.

Results to deliver

400 credits

This agent actively searches live listings — results may vary. You are only charged for what is delivered, up to this number.

Lagic Proxy

Country auto-rotated. Need a specific region? Contact support.

Pricing

4 credits per result
✓ 30 free credits on signup✓ Refund if 0 results✓ No card required

Sample Data Preview

Details of a profile's latest Instagram postsDetails of a profile's latest IGTV videosPost and IGTV video captionsLike counts for each post and videoComment counts for each post and videoVideo view counts and duration for IGTVs
Value...1009310098100931009410097
Value...1009910093100901009310099
..................
Exports as:CSVXLSXJSON

Overview

This Instagram Profile Scraper extracts publicly available data from specified Instagram profiles, including details of their latest posts and IGTV videos, captions, like counts, comment counts, and tagged users. It's ideal for in-depth competitor analysis, influencer vetting, or content strategy research.

### Understand Instagram Profile Activity and Content The Instagram Profile Scraper Pro provides a deep look into public Instagram profiles. By simply providing a list of usernames, you gain access to a wealth of data on their recent content, offering insights beyond what's easily visible on the platform. This tool is designed for marketers, researchers, and strategists who need structured data for analysis. ### What Data You Get For each Instagram profile you specify, the tool collects information about their **latest posts** and **latest IGTV videos**. This includes: * **Post and Video Details**: Each entry provides the display URL, a shortcode for easy referencing, the product type (e.g., feed post, IGTV), and a thumbnail source. For videos, you'll also get the duration and total view count. * **Engagement Metrics**: Crucially, you'll see the total number of likes (represented as `edge_liked_by.count` and `edge_media_preview_like.count`) and comments (`edge_media_to_comment.count`) for each post and IGTV video. This allows for direct comparison of content performance. * **Content Context**: The tool extracts the full caption text (`edge_media_to_caption.edges.node.text`) for each post and video, as well as any tagged users (`edge_media_to_tagged_user.edges.node.user` including their username, full name, and profile picture URL). For IGTV, you'll also get the video title. * **Creator Information**: Details on co-author producers (`coauthor_producers`) are provided, including their username, ID, profile picture URL, and verification status, offering insight into collaborations. * **Technical Details**: Information like `has_audio`, `is_video`, `dimensions` (height and width), and `taken_at_timestamp` (when the content was published) are also included, which can be useful for advanced content analysis. ### How to Use the Data This extracted data is delivered in a structured format, ready for immediate use in spreadsheets, databases, or analytics platforms. It enables you to track content performance over time, identify successful content formats, analyze competitor strategies, or thoroughly vet potential influencer partners. While it focuses on content-specific engagement, the richness of post and IGTV data provides a strong foundation for understanding a profile's overall activity and audience interaction.

Key Capabilities

  • Details of a profile's latest Instagram posts
  • Details of a profile's latest IGTV videos
  • Post and IGTV video captions
  • Like counts for each post and video
  • Comment counts for each post and video
  • Video view counts and duration for IGTVs
  • Tagged user information within posts and videos
  • Co-author details for collaborative content
  • Timestamps for when content was published
  • Direct links to media (display URL, video URL, thumbnail URLs)
  • Analyze competitor content strategies by extracting their latest posts and IGTVs, including captions, engagement, and media types.
  • Vet potential influencers by reviewing their recent content performance, co-authors, and audience interaction metrics.
  • Identify trending content formats and topics within a specific niche by examining engagement on posts and videos from relevant profiles.
  • Perform market research by gathering data on how brands or public figures present themselves and engage their audience on Instagram.
  • Monitor brand mentions or product placements in captions and tagged posts from specific profiles for reputation management.
  • Support academic research on social media behavior, content virality, or digital marketing effectiveness by collecting structured content data.
  • Inform your own content calendar by seeing what types of posts and videos generate the most likes and comments for similar accounts.

Field Dictionary

How To Run This Extractor

1

Provide a list of Instagram usernames for the public profiles you wish to analyze.

2

Start the data extraction process.

3

The tool visits each specified profile and gathers information on their latest public posts and IGTV videos.

4

Detailed data, including captions, likes, comments, video views, and co-author details, is collected for each piece of content.

5

Once the process completes, download your structured dataset in your preferred format.

Frequently Asked Questions

What kind of Instagram profiles can this tool scrape?
This tool can scrape data only from public Instagram profiles. It cannot access data from private accounts.
What data points are collected for posts and IGTV videos?
Can I get follower counts for the profiles?
How fresh is the data?
What are the export formats for the scraped data?
Do I need any coding skills to use this tool?
Is it suitable for client work or agency use?
How reliable is the data extraction?
Can I schedule recurring data extractions?
What happens if a username is incorrect or the profile doesn't exist?