Instagram Comments Scraper (No Login Required) Extract Instagram comments from any public post without authentication. This cookieless scraper enables social media analysts to gather audience sentiment, engagement metrics, and competitive intelligence at scale—no Instagram account required. ## Key Features - 🔒 Cookieless / No Login Required - Access public Instagram comment data without authentication, eliminating account suspension risks and credential management overhead. - 📈 Scalable Architecture - Process thousands of comments from viral posts with enterprise-grade infrastructure designed for high-volume data extraction. - ✅ Rich Comment Data - Capture complete comment metadata including text, like counts, timestamps, mentions, hashtags, user profiles, verification status, and engagement metrics. - ⚡ Fast & Reliable - Optimized extraction engine delivers consistent performance with built-in retry logic and error handling for production workflows. - 📊 Export-Ready Formats - Download structured data in JSON, CSV, or Excel formats for immediate analysis in BI tools, sentiment analysis platforms, or custom dashboards. ## Use Cases Social Media Managers: Monitor brand mentions and audience sentiment across competitor posts to identify trending topics, measure campaign resonance, and respond to customer feedback in real-time. Market Research Analysts: Aggregate thousands of comments from industry influencers to uncover consumer pain points, product preferences, and emerging market trends for strategic planning. Growth Marketers: Analyze engagement patterns on viral content to reverse-engineer successful post strategies, identify high-value audience segments, and optimize content calendars for maximum reach. ## Important Considerations This scraper works exclusively with public Instagram profiles. Private accounts and restricted content cannot be accessed. Ensure compliance with Instagram's Terms of Service and applicable data protection regulations when collecting and processing user-generated content. ## Inputs | Field | Type | Description | |-------|------|-------------| | postCode | String | Instagram post shortcode, post ID, or full post URL (e.g., "C1AbCdEfGhI" or "https://www.instagram.com/p/C1AbCdEfGhI/") | ## Outputs Formats: JSON, CSV, Excel Key Fields: - id - Unique comment identifier - text - Comment content - like_count - Number of likes on the comment - created_at - Unix timestamp of comment creation - is_pinned - Whether the comment is pinned by the post author - is_ranked_comment - Indicates if the comment is algorithmically ranked - mentions - Array of @mentioned usernames - hashtags - Array of hashtags used in the comment - user.id - Commenter's Instagram user ID - user.username - Commenter's Instagram handle - user.full_name - Commenter's display name - user.is_verified - Verification badge status - user.is_private - Whether the commenter's profile is private - user.profile_pic_url - Profile picture URL ## How to Use Step 1: Enter the Instagram post code, ID, or full URL in the postCode input field. Step 2: Configure optional parameters such as maximum comments to extract or sorting preferences. Step 3: Run the scraper and download your data in JSON, CSV, or Excel format for immediate analysis. ## Sample Output json [ { "id": "18064427546538949", "text": "This is exactly what we needed! 🔥", "like_count": 127, "created_at": 1765579165, "is_pinned": false, "is_ranked_comment": true, "mentions": [], "hashtags": [], "user": { "id": "57536451028", "username": "marketing_pro_2024", "full_name": "Sarah Mitchell", "is_verified": false, "is_private": false, "profile_pic_url": "https://scontent-bru2-1.cdninstagram.com/v/t51.2885-19/profile_pic.jpg" } }, { "id": "17858885652504626", "text": "@brandname love this approach! When's the next drop?", "like_count": 43, "created_at": 1765679459, "is_pinned": false, "is_ranked_comment": true, "mentions": ["@brandname"], "hashtags": [], "user": { "id": "48783447503", "username": "tech_enthusiast", "full_name": "Alex Chen", "is_verified": true, "is_private": false, "profile_pic_url": "https://scontent-bru2-1.cdninstagram.com/v/t51.2885-19/verified_profile.jpg" } } ] --- Power your social listening strategy with this Instagram scraper designed for comment scraping and data extraction. Whether you need to export Instagram comments for sentiment analysis, competitive benchmarking, or audience research, this Instagram data extractor delivers production-ready Instagram analytics scraping capabilities. Streamline your Instagram comment mining workflows and unlock actionable insights from public conversations at scale.