Threads Replies Scraper

Extract replies and comments from one or more public Threads posts. Get first-level comments with author information, engagement metrics, and timestamps. Supports batch scraping of multiple posts in a single run. Perfect for conversation analysis, sentiment tracking, and social media research.

Note: Website structure may occasionally change, which could temporarily affect data extraction. Please test with small batches before large-scale use.

What Data Can You Extract?

For each reply, you get:

Field	Description
Author Username	The @username of who wrote the reply
Author Display Name	Full display name
Author Profile Picture	URL to the author's profile image
Verified Status	Whether the author has a verified badge
Reply Content	Full text of the reply (with emoji support)
Posted Time	ISO timestamp when the reply was posted
Likes	Number of likes on the reply
Sub-Replies	Count of replies to this reply
Reposts	Number of reposts on the reply
Quotes	Number of times the reply was quoted
Author Liked	Whether the original post author liked this reply
Replying To	Username of who the reply is responding to
Media Type	Content type: text, image, or video
Has Audio	Whether the reply contains audio content
Mentions	List of @usernames mentioned in the reply
Hashtags	List of #hashtags used in the reply
Reply URL	Direct link to the reply
Source Post URL	The original post this reply belongs to

Original Post Data

The scraper also captures data about each original post:

Field	Description
Post URL	Full URL of the original post
Author Username	The @username of the post author
Author Display Name	Full display name of the author
Verified Status	Whether the author has a verified badge
Text Content	The post text content
View Count	Number of views on the post
Like Count	Number of likes
Reply Count	Number of replies
Repost Count	Number of reposts
Quote Count	Number of times the post was quoted
Created At	When the post was published

How to Use

Input

Parameter	Required	Default	Description
post_urls	Yes	-	One or more Threads post URLs. Each post typically yields ~20 replies.
max_replies	No	50	Limit replies per post (10-50). Set lower if you only need a few top replies.

Example Input

{
  "post_urls": [
    { "url": "https://www.threads.com/@zuck/post/C1234567" },
    { "url": "https://www.threads.com/@instagram/post/C7654321" }
  ]
}

Output Example

All data is saved to the dataset. Each record has an item_type field ("original_post" or "reply") and a source_post_url field to identify which post it belongs to.

Original Post

{
  "item_type": "original_post",
  "source_post_url": "https://www.threads.com/@futurizerush/post/DS3sTIYAFaj",
  "post_code": "DS3sTIYAFaj",
  "post_url": "https://www.threads.com/@futurizerush/post/DS3sTIYAFaj",
  "author_username": "futurizerush",
  "author_display_name": "Rush in the loop｜AI 自動化",
  "author_is_verified": false,
  "text_content": "台海動態 12.30 軍機架次: 130｜軍艦: 14｜其他: 8艘公務船",
  "like_count": 530,
  "reply_count": 10,
  "repost_count": 12,
  "quote_count": 3,
  "view_count": 42456,
  "created_at": "2025-12-30T02:05:14.000Z"
}

Reply

{
  "item_type": "reply",
  "source_post_url": "https://www.threads.com/@boris_cherny/post/DUYr3wwkxHH",
  "reply_id": "DUYsZN3jHhh",
  "author_username": "karabogerald",
  "author_display_name": "Karabo Gerald",
  "author_is_verified": false,
  "text_content": "Hey, Boris. When is Sonnet 5 coming? …. Soon or soon",
  "created_at": "2026-02-05T18:12:16.000Z",
  "like_count": 7,
  "reply_count": 2,
  "repost_count": 0,
  "quote_count": 0,
  "is_liked_by_author": false,
  "reply_to_username": "boris_cherny",
  "mentions": [],
  "hashtags": [],
  "reply_url": "https://www.threads.com/@karabogerald/post/DUYsZN3jHhh"
}

Use Cases

• Sentiment Analysis: Analyze public reactions to announcements or product launches
• Conversation Tracking: Monitor discussions around specific topics or posts
• Influencer Research: Study engagement patterns on influencer content
• Market Research: Gather authentic user feedback and opinions
• Content Strategy: Identify what types of posts generate the most engagement

Supported URL Formats

• https://www.threads.com/@username/post/CODE
• https://threads.com/@username/post/CODE
• https://www.threads.net/@username/post/CODE

Features

• Batch Scraping: Scrape replies from multiple posts in a single run
• Direct Replies: Focuses on first-level replies to the original post
• No Login Required: Works with public posts without authentication
• Structured Data: Clean, consistent output format ready for analysis
• Error Resilience: Failed posts don't stop the rest of the batch
• Export Options: Download as JSON, CSV, or Excel

Limitations

Limitation	Details
Reply Count	Threads provides ~20 replies per post for non-authenticated access
Post Type	Only public posts (private accounts are not accessible)
Reply Level	First-level replies only (no nested/threaded replies)

Tips for Best Results

1. Expect ~20 replies per post: This is the typical amount due to Threads' platform restrictions
2. Check Post Visibility: Make sure the post is from a public account
3. Batch Efficiency: Scraping multiple posts in one run is faster than running separately
4. Filter by Source: Use source_post_url to group replies by their parent post

Output Locations

After the run completes:

• Dataset: Contains all data in a single export
  • Use item_type to filter: "original_post" or "reply"
  • Use source_post_url to group by parent post
  • Use the "Overview" tab to see key fields at a glance
• Key-Value Store:
  • OUTPUT: Run summary with post counts and statistics
  • PROGRESS: Live progress during the run (posts completed, replies collected, estimated time remaining)

FAQ

Q: Why do I only get around 20 replies when the post has hundreds? A: Threads limits content visibility for non-logged-in users. This is a platform restriction. The scraper extracts all replies that Threads makes available.

Q: What happens if one post in my batch fails? A: The scraper continues with the remaining posts. Check the OUTPUT summary for success/failure counts.

Q: How long does batch scraping take? A: Processing time varies based on post activity and platform conditions. Batch runs include a short delay between posts to ensure reliability.

Q: Can I get all replies from a post? A: No. Threads requires authentication to access the full comment list. This scraper works without login, so it's limited to what Threads exposes publicly (~20 replies).

Disclaimer

This tool is provided for educational and research purposes only. Users are solely responsible for ensuring their use complies with all applicable laws, regulations, and the Terms of Service of the platforms being accessed. The developers make no warranties regarding the accuracy, completeness, or reliability of the extracted data. Data availability depends on the platform's public access policies, which may change without notice. The developers are not liable for any damages arising from the use or misuse of this tool.

By using this tool, you acknowledge that:

• You will only scrape publicly available data
• You will respect rate limits and platform guidelines
• You are responsible for how you use the collected data
• Data accuracy depends on what the platform provides

Support

If you encounter issues or have questions, please open an issue on the Actor's page.

---

Threads scraper, Threads replies scraper, Threads comments scraper, Meta Threads API, Threads data extraction, social media scraper, conversation analysis, sentiment tracking, engagement metrics, influencer research, social media monitoring, Threads post comments, Apify actor, web scraping, data collection, social media analytics, OpenClaw, Claude Code, Gemini, Antigravity, Codex, ChatGPT