🧵 Threads User Posts Scraper

🧵 Threads User Posts Scraper

🧵 Threads User Posts Scraper collects public posts from any Meta Threads profile and streams them to your Apify dataset in real time. It’s a fast, reliable Threads user posts scraper and Threads API alternative built for marketers, developers, data analysts, and researchers who need a Meta Threads profile scraper for social listening, competitor analysis, and content strategy at scale.

With automatic proxy escalation, bulk input support, and structured exports, this Instagram Threads posts extractor enables repeatable “Threads profile posts export” workflows — from ad‑hoc research to automated pipelines. Export Threads posts to CSV or JSON for downstream analytics, dashboards, or no‑code integrations.

What data / output can you get?

The actor pushes each post as a structured JSON item to the dataset as soon as it’s parsed. Below are the main fields you can expect:

Data field	Description	Example value
username	Thread author’s username	"zuck"
profile_pic_url	Author’s avatar URL	"https://example.cdn.com/avatar.jpg"
id	Post identifier	"1234567890123456789"
pk	Secondary post key	"9876543210987654321"
code	Post code used in public URLs	"C9AbCdEfGhI"
caption	Post text	"Excited to share our latest update!"
caption_is_edited	Whether the caption was edited	false
like_count	Number of likes	1542
direct_reply_count	Number of direct replies	87
quote_count	Number of quotes	12
repost_count	Number of reposts	33
like_and_view_counts_disabled	Engagement counts hidden flag	false
taken_at	Timestamp (actor container’s local timezone)	"2026-04-25 13:42:08"
url	Canonical post URL	"https://www.threads.net/@zuck/post/C9AbCdEfGhI"
medias	Array of media objects (images/videos)	[{"type":"image","url":"https://...%22,%22width%22:1080,%22height%22:1350}]
mentions	Array of mentioned users (username, id, profile_pic_url)	[{"username":"meta","id":"10001","profile_pic_url":"https://..."}]
tags	User tags as returned by Threads (if present)	null
audio	Audio metadata when available	null

Notes:

• Posts are streamed live to your dataset during the run.
• You can export results to CSV or JSON directly from the Apify dataset UI.
• Bonus metadata includes per‑fragment mentions, media candidates (images/videos), and flags like caption_is_edited.

Key features

• 🚀 Live streaming to dataset

  • Results are pushed as each post is parsed, so you can watch “Threads posts to CSV/JSON” rows appear in the Output tab in real time.

• 🧵 Bulk Threads user scraper

  • Paste multiple profile URLs or @usernames. The actor processes them in order and respects your per‑profile limit for efficient “scrape Threads user post history” workflows.

• 🔄 Smart connection handling

  • Starts without a proxy. If the site limits traffic, it escalates to Apify datacenter, then residential proxy (up to three residential attempts per profile) for resilient scraping.

• 📈 Structured engagement metrics

  • Captures likes, direct replies, quotes, and reposts — perfect for social listening, competitor tracking, and content performance analysis.

• 🔗 Clean post URLs and media extraction

  • Outputs canonical post links and media arrays (images/videos) for frictionless “Threads user posts downloader” use.

• 💾 Flexible exports

  • Download your dataset as CSV or JSON. Ideal for “Threads profile posts export”, dashboards, or further processing.

• 🧰 Developer‑friendly and API‑ready

  • Built on the Apify platform with Python. Trigger via the Apify API and plug into automation stacks as a practical Threads API alternative.

• 🛡️ Production‑ready reliability

  • Automatic proxy escalation, tuned timeouts, and retries for robust, hands‑off runs.

How to use 🧵 Threads User Posts Scraper - step by step

1. Create or log in to your Apify account.
2. Open the actor and navigate to the Input tab.
3. Add your targets to urls:
   • Accepts Threads profile links from threads.com or threads.net (e.g., https://www.threads.com/@zuck) or plain usernames (e.g., zuck or @zuck).
   • Add one per line to run as a bulk Threads user scraper.
4. Set maxPostsPerProfile to control depth:
   • Integer between 1 and 5000. Lower values run faster; higher values collect deeper post history.
5. (Optional) Configure proxyConfiguration:
   • You can leave it empty or choose No proxy. The actor starts directly and only switches to Apify datacenter/residential if needed. Provide proxy settings here only if you want to enforce groups/sessions for those backup steps.
6. Start the run:
   • The actor opens each profile, fetches posts in batches, and streams rows to the Output dataset.
7. Monitor progress:
   • Watch logs and the Output tab. Rows are saved as soon as they’re parsed.
8. Export results:
   • From the Dataset, export Threads posts to CSV or JSON and use them in your analytics or workflows.

Pro tip: Use the Apify API to schedule runs and pipe results into your data warehouse or BI tools for automated Threads profile posts export at scale.

Use cases

Use case	Description
Competitor content tracking	Benchmark rivals by capturing captions, likes, replies, quotes, and reposts on their Threads posts.
Social listening & sentiment	Analyze engagement patterns and post timings to improve messaging and community engagement.
Editorial content planning	Identify top‑performing topics and media types from your industry’s Threads profiles.
Influencer vetting	Evaluate creator performance with structured engagement metrics before partnerships.
Academic & media research	Build datasets of public Threads posts for trend analysis, discourse studies, or longitudinal research.
API pipeline ingestion	Feed structured posts into downstream systems as a Threads API alternative through the Apify API.
No‑code data workflows	Export Threads posts to CSV/JSON for dashboards, enrichment, or automation without writing code.

Why choose 🧵 Threads User Posts Scraper?

This scraper is built for precision, scale, and reliability — a focused Threads data scraper that avoids brittle browser automation.

• 🎯 Accurate, structured fields extracted from public Threads endpoints.
• ⚡ Scales from single profiles to bulk lists with per‑profile limits.
• 🧪 Developer‑ready with the Apify API for integration into pipelines.
• 🔄 Robust proxy escalation for stable, long‑running jobs.
• 🔒 Public content only; no login or cookies required.
• 💸 Cost‑efficient runs controlled by maxPostsPerProfile and connection strategy.
• 🔗 Clean post URLs and media arrays for immediate reuse.

In short: a dependable Threads user posts scraper vs. unstable, extension‑based alternatives.

Is it legal / ethical to use 🧵 Threads User Posts Scraper?

Yes — when used responsibly. This actor retrieves data from publicly visible Threads profiles only and does not access authenticated or private content.

Guidelines:

• Scrape only public data and respect Meta/Threads terms.
• Ensure compliance with applicable laws and regulations (e.g., GDPR, CCPA) before processing or sharing data.
• Do not use the tool for spam or privacy‑intrusive activities.
• Consult your legal team for edge cases or jurisdiction‑specific requirements.

Input parameters & output format

Example JSON input

{
  "urls": [
    "https://www.threads.com/@zuck",
    "nat",
    "@instagram"
  ],
  "maxPostsPerProfile": 50,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}

Parameters

Field	Type	Description	Default	Required
urls	array	Paste Threads profile links (threads.com / threads.net) or plain usernames. One per line — bulk lists welcome. Example: https://www.threads.com/@zuck or just zuck	—	Yes
maxPostsPerProfile	integer	Cap how many recent posts to save per profile (1–5000). Lower = faster runs; higher = deeper history.	20	No
proxyConfiguration	object	Fully optional. Leave empty or choose No proxy — the run still works. Actor talks to Threads directly first; only uses Apify Datacenter/Residential if blocking occurs and your account has proxy access. Turn this on only if you want to force specific proxy groups or sessions for backup steps.	{"useApifyProxy": false}	No

Note: Field taken_at uses the actor container’s local timezone.

Example JSON output

[
  {
    "profile_pic_url": "https://example.cdn.com/avatar.jpg",
    "username": "zuck",
    "id": "1234567890123456789",
    "pk": "9876543210987654321",
    "code": "C9AbCdEfGhI",
    "caption": "Excited to share our latest update!",
    "caption_is_edited": false,
    "like_count": 1542,
    "direct_reply_count": 87,
    "quote_count": 12,
    "repost_count": 33,
    "like_and_view_counts_disabled": false,
    "audio": null,
    "medias": [
      {
        "type": "image",
        "url": "https://example.cdn.com/media1.jpg",
        "width": 1080,
        "height": 1350
      },
      {
        "type": "video",
        "url": "https://example.cdn.com/video1.mp4",
        "video_type": 101
      }
    ],
    "tags": null,
    "mentions": [
      {
        "username": "meta",
        "profile_pic_url": "https://example.cdn.com/meta-avatar.jpg",
        "id": "10001"
      }
    ],
    "taken_at": "2026-04-25 13:42:08",
    "url": "https://www.threads.net/@zuck/post/C9AbCdEfGhI"
  }
]

FAQ

Do I need to log in or provide cookies to scrape Threads posts?

✅ No. The actor accesses publicly visible Threads content without login or cookies. It uses tokens from the public profile page for requests.

Can I scrape multiple Threads profiles in one run?

✅ Yes. Add as many profile URLs or usernames as you need to urls. The actor processes them sequentially and streams results to the dataset live.

How many posts per profile can I collect?

📈 You can set maxPostsPerProfile from 1 to 5000. Choose a lower number for faster runs, or a higher number to scrape deeper post history.

What formats can I export to?

💾 You can export Threads posts to CSV or JSON directly from the Apify dataset Output tab.

Does this actor scrape comments or replies content?

📝 It outputs counts such as direct_reply_count, quote_count, and repost_count. It does not extract the full text of comments/replies — only the post and its engagement metrics.

How does proxy handling work?

🛡️ The actor starts without a proxy. If traffic is blocked, it escalates to an Apify datacenter proxy; if still blocked or unavailable, it switches to an Apify residential proxy with up to three attempts per profile. You can optionally configure proxyConfiguration to control backup groups/sessions.

Is this an official Threads API?

❌ No. It’s a Threads API alternative that collects public posts using HTML/GraphQL tokens from the profile page — no login needed.

What timezone are timestamps in?

🕐 The taken_at field is rendered using the actor container’s local timezone.

Final thoughts

🧵 Threads User Posts Scraper is built to turn public Threads profile activity into structured, analysis‑ready data. With bulk input, resilient networking, and clean exports, it’s ideal for marketers, analysts, researchers, and developers who need a reliable Threads data scraper.

Run ad‑hoc checks or automate recurring scrapes; export Threads posts to CSV/JSON for dashboards and analytics; or integrate via the Apify API to power a scalable Threads user posts downloader pipeline. Start extracting smarter insights from Threads profiles today.