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Instagram Scraper

Content and audience insights from a leading visual social platform. Built for public Instagram data workflows including profiles, posts, comments, Reels, and hashtags, these ready-to-use scraping tools help you launch jobs quickly and export structured results with ease. Whether you are sourcing influencers, tracking brands, analyzing content, or researching trends, you can collect the data you need without extra setup.

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99%Scraping success rate
JSON & CSVStructured data output
Built forScale and automation
Ideal forInfluencer discovery and social media analysis

Instagram Scrapers for Different Use Cases

Instagram Post Scraper(by Post URL)

Instagram Post Scraper(by Post URL)

coreclaw/instagram-post-scraper

Extract public Instagram post data via URLs, including user info, engagement and profile details. One-click CSV/JSON export, batch scraping, no coding needed.

4.4
0
Instagram Comment Scraper(by Post URL)

Instagram Comment Scraper(by Post URL)

coreclaw/instagram-comment-scraper

Instagram Comment Scraper (by Post URL) extracts comments from Instagram posts and Reels. You can use the scraped comment data for sentiment analysis, audience research, content moderation, and building engagement reports.

5
0
Instagram Reels Video Scraper(by URL)

Instagram Reels Video Scraper(by URL)

coreclaw/instagram-reel-scraper

Enter one or more Reel URLs to extract creator details, hashtags, comments, and engagement metrics from public Instagram Reels, with support for media archiving and structured data output.

5
0
Instagram Bulk Post Scraper(by Profiles URL)

Instagram Bulk Post Scraper(by Profiles URL)

coreclaw/instagram-posts-by-profiles-url

Collect public Instagram Posts and Reels data in bulk, including captions, engagement metrics, media links, and author information for account analysis, content research, and data analytics.

5
0
Instagram Profile Data Scraper(by Profile URL)

Instagram Profile Data Scraper(by Profile URL)

coreclaw/instagram-profile-scraper

Scrape public Instagram profile data to retrieve usernames, bios, follower counts, following counts, website links, and recent post data for account research, competitor analysis, and social media data organization.

4.6
0
Instagram Reels Bulk Scraper(by list URL)

Instagram Reels Bulk Scraper(by list URL)

coreclaw/instagram-reel-data-scraper

Extract public Reel data from Instagram using a list URL, including creator usernames, titles, hashtags, engagement metrics, and more. Ideal for short-form video trend analysis, content monitoring, and competitor research. Supports structured data output.

5
0

Types of Instagram Data You Can Extract

Profile and Account Data

Profile and Account Data

  • Usernames, display names, and bios
  • Follower counts and total post counts
  • Account types and verification status
  • Top posts and public profile overviews
Posts, Comments, and Engagement Data

Posts, Comments, and Engagement Data

  • Post captions and publish times
  • Comment content and comment times
  • Likes, comments, and reply data
  • Hashtags, locations, and engagement performance
Reels and Trend Content Data

Reels and Trend Content Data

  • Reel titles, hashtags, and audio details
  • Views, plays, and likes
  • Video links, thumbnails, and publish dates
  • High-performing content and trend signals

Why Scrape Instagram Data?

Discover Influencers

Discover Influencers

  • Use public Instagram account and content data to identify relevant creators more efficiently.
  • Combine follower size, content style, engagement performance, and niche fit to find creators that truly match your brand and campaign goals.
Track Content Trends

Track Content Trends

  • Monitor posts, hashtags, and Reels that are gaining traction to spot rising topics, creative patterns, and high-performing formats.
  • Improve your publishing strategy based on real audience preferences and emerging content trends.
Analyze Audience Voice

Analyze Audience Voice

  • Turn comments, captions, and engagement behavior into actionable insights.
  • Better understand how users respond to products, campaigns, and creators so you can refine brand messaging, positioning, and user experience.
Benchmark Marketing Performance

Benchmark Marketing Performance

  • Compare competitor accounts, content themes, and campaign performance to see which content earns more reach and engagement.
  • Evaluate your Instagram strategy using real market data instead of assumptions.

Instagram Scraper Demo

Scrape Instagram Data with a One Click

Structured Output

Scraped data is organized into clear fields, making it easier to connect with databases, analytics systems, or internal tools without manually cleaning raw page content.

Coverage Across Multiple Use Cases

Support for profile pages, post pages, comment pages, Reels, and hashtag-related content helps you handle more specialized Instagram data workflows.

Multi-Task Support

Whether you are collecting a single link or running batch account and content tasks, you can manage continuous data collection more efficiently.

Seamless Integration

Export data or connect through APIs and system integrations to fit Instagram data naturally into your existing workflows, marketing tools, or analytics platforms.

Frequently Asked Questions