Instagram Comments Scraper (No Login Required)

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"# Instagram Comments Scraper (No Login Required)

What does Instagram Comments Scraper (No Login Required) do?

This tool extracts comment data from Instagram posts without requiring you to log in or manage cookies. Built with a cookieless architecture, the scraper bypasses authentication barriers while respecting Instagram's public data access policies. Simply provide a post URL, code, or ID, and the tool retrieves all available comments along with engagement metrics, user information, and reply threads.

Key Features:

• Extract comments from any public Instagram post
• No login or authentication required
• Capture comment text, timestamps, and engagement metrics
• Identify users with reply threads
• Export data in JSON, CSV, or Excel formats
• Filter and analyze comment sentiment at scale
• Track likes and reply counts for each comment

Why scrape Instagram comments?

Social media analysts need to extract Instagram comments from viral posts to analyze audience sentiment, engagement trends, and competitive insights for marketing strategy optimization. Comment data reveals what resonates with audiences, how communities interact with content, and which messaging strategies drive meaningful conversations. This intelligence helps brands refine their content strategy, identify brand advocates, and respond to customer feedback proactively.

Primary Use Cases:

• Sentiment Analysis: Gauge audience reactions to product launches, campaigns, or brand announcements by analyzing comment tone and emoji usage
• Competitive Intelligence: Monitor competitor posts to understand their audience engagement patterns, common questions, and community sentiment
• Influencer Vetting: Evaluate influencer authenticity by examining comment quality, reply rates, and audience interaction patterns before partnership decisions

How to scrape Instagram comments using this tool?

Step 1: Locate the Instagram post you want to analyze. Copy the full post URL from your browser, or extract the post code from the URL (the alphanumeric string after /p/).

Step 2: Configure your input parameters by pasting the post URL, code, or ID into the postCode field. The scraper will automatically process the input format. Note: 1 post ≈ 50-500 comments depending on engagement levels and your extraction limits.

Step 3: Run the scraper and wait for the extraction to complete. Once finished, download your data in your preferred format (JSON, CSV, or Excel) for analysis in your favorite tools.

What are the input parameters?

What data can you extract?

You can download the following data in JSON, CSV, or Excel formats:

{
""comment_id"":""17884736162728991"",
""text"":""This is amazing! 🔥 Keep up the great work"",
""created_at"":""2025-12-17T15:23:44Z"",
""user_id"":""8273645192"",
""username"":""social_butterfly"",
""likes_count"":47,
""has_replies"":true,
""reply_count"":3
}

Available Fields:

• comment_id: Unique identifier for each comment
• text: Full comment text including emojis and mentions
• created_at: Timestamp when the comment was posted (ISO 8601 format)
• user_id: Instagram user ID of the commenter
• username: Public username of the commenter
• likes_count: Number of likes the comment received
• has_replies: Boolean indicating if the comment has reply threads
• reply_count: Total number of replies to the comment

Whether you need an Instagram scraper for sentiment analysis, an Instagram comments scraper for competitive research, or an Instagram data extractor for marketing insights, this tool simplifies Instagram comment scraping workflows. Export Instagram comments at scale, perform Instagram analytics scraping across multiple posts, and leverage Instagram comment mining to uncover actionable audience insights that drive your social media strategy forward."