LAGIC
Lead Audience Growth Intelligence Computing
I

Instagram Scraper — Instagram | Lagic

Built For

Extract profiles, posts, comments, followers, and contact data from Instagram.

Curated by Lagic·Verified working

Configure Agent

Select what to scrape from Instagram

Instagram username to scrape (without @). Required for profile, posts, followers, following, reels, and stories modes.

List of Instagram post URLs to scrape comments from. Required for comments mode.

Hashtag to scrape posts from (without #). Required for hashtag mode.

Search query for finding profiles or hashtags. Required for search mode.

Maximum number of items to scrape (posts, comments, followers, etc.)

Maximum number of comments to extract per post

Calculate engagement rates, like/comment ratios, and growth metrics

Results to deliver

200 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

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

Sample Data Preview

Profile Details: Full name, username, bio, profile picture URL, website, and account category.Contact Information: Publicly available email addresses and phone numbers.Account Metrics: Follower count, following count, total number of posts, and verification status.Post Data: Post URL, caption, comment count, and like count (if available).Comment Data: Full text of comments from specified posts.AI-Powered Insights: Calculated lead score (0-100), engagement rates, and sentiment analysis (positive/neutral/negative) for text.
https://...contact@...620https://...Value...2026-04-05
https://...contact@...124https://...Value...2026-04-05
..................
Exports as:CSVXLSXJSON

Overview

Scrape public Instagram data by profile, post, hashtag, or search query. Extracts emails, phone numbers, follower counts, and engagement metrics for lead generation and competitor analysis.

This tool provides a comprehensive way to extract public data from Instagram, catering to a wide range of marketing, sales, and research needs. It's designed to be flexible, allowing you to target the exact information you need, whether it's for building lead lists, analyzing content performance, or monitoring brand sentiment. ### Multiple Scraping Modes for Targeted Data Instead of a one-size-fits-all approach, you can choose from several modes: * **Profile Mode:** Get detailed information about a specific user, including their bio, follower/following counts, post count, and contact information like emails and phone numbers when available. * **Posts, Reels & Stories:** Extract data from a user's content, including captions, like counts, comment counts, and timestamps. * **Followers & Following:** Scrape the list of users who follow, or are followed by, a specific account. This is ideal for audience analysis. * **Comments:** Pull all comments from one or more specific posts to analyze sentiment or engagement. * **Hashtag & Search:** Gather posts associated with a certain hashtag or profiles that appear for a search term, helping you track campaigns or discover new accounts in a niche. ### Beyond Basic Data Extraction This tool goes further than just pulling raw data. It offers several built-in analysis features that turn data into insights. With a single click, you can include: * **Engagement Metrics:** Automatically calculate engagement rates and like-to-comment ratios to quickly assess an account's or post's performance. * **Sentiment Analysis:** AI-powered analysis of comments and captions to gauge audience feeling (positive, neutral, negative). * **Lead Scoring:** A calculated score from 0-100 helps you prioritize outreach by identifying profiles with high engagement and authenticity. * **Contact Extraction:** The tool actively looks for and extracts publicly listed emails and phone numbers from bios and posts, streamlining lead generation. ### Authentication for Better Access For more reliable and extensive data collection, you can use your own Instagram session cookie or provide login credentials to use the private API. This authenticated approach helps avoid rate limits and may provide access to data not available to logged-out users.

Key Capabilities

  • Profile Details: Full name, username, bio, profile picture URL, website, and account category.
  • Contact Information: Publicly available email addresses and phone numbers.
  • Account Metrics: Follower count, following count, total number of posts, and verification status.
  • Post Data: Post URL, caption, comment count, and like count (if available).
  • Comment Data: Full text of comments from specified posts.
  • AI-Powered Insights: Calculated lead score (0-100), engagement rates, and sentiment analysis (positive/neutral/negative) for text.
  • Build a targeted list of influencers in a specific niche by scraping profiles and filtering by follower count.
  • Analyze a competitor's most engaging posts to inform your own content strategy.
  • Monitor brand sentiment by scraping comments from campaign posts and running sentiment analysis.
  • Gather user-generated content by extracting all posts from a branded hashtag.
  • Generate B2B leads by scraping profiles for public emails and phone numbers in a target industry.
  • Create an audience profile by scraping the follower list of a key industry account.
  • Benchmark your performance by regularly extracting engagement metrics from your own and competitor profiles.

Field Dictionary

How To Run This Extractor

1

Select your desired 'Scraping Mode', such as 'profile', 'posts', or 'hashtag'.

2

Enter the target identifier, like an Instagram username, a list of post URLs, or a hashtag.

3

Set the maximum number of results you want to extract.

4

Enable optional enrichments like contact extraction, sentiment analysis, or lead scoring.

5

Optionally, provide your Instagram session cookie or login credentials for a more stable connection.

6

Run the tool and download your data as a CSV or JSON file.

Frequently Asked Questions

Do I need technical skills to use this tool?
No. You select the scraping mode from a dropdown, fill in the required fields like username or hashtag, and run the tool. No coding is required.
What format does the data come in?
Is it legal to scrape Instagram data?
How many profiles or posts can I scrape at once?
Can I use this for client work?
What's the difference between using a session cookie and the private API login?
Can I scrape private profiles?
What does the 'Lead Score' actually measure?
How fresh is the data?
Can I schedule this tool to run automatically?