📺 YouTube Community Posts Scraper — Scrape posts, polls &...

📺 YouTube Community Posts Scraper — Scrape posts, polls &...

The 📺 YouTube Community Posts Scraper — Scrape posts, polls &... is a purpose-built Apify actor that extracts structured data from any YouTube channel’s Community tab. It solves the challenge of collecting posts, poll options, images, and engagement metrics at scale — no coding or official API required. Ideal for marketers, developers, data analysts, and researchers, this YouTube community posts scraper and YouTube community tab scraper lets you scrape YouTube community posts without API limits, stream results into datasets, and export to CSV/JSON for downstream analysis.

What data / output can you get?

Below are the exact fields pushed to the Apify dataset for each community post record.

Data type	Description	Example value
channelId	The channel’s unique ID (starts with UC...)	UCxxxxxxxxxxxxxxxxxxxxxx
postId	Unique ID for the community post	Ugkxb5JzX362uGUdzayf61nmJFOrqtglQBEg
author	Display name of the channel	MrBeast
authorUrl	Direct URL path to the channel	/@MrBeast
text	Full message/caption of the post	TEAM WATER IS NOW LIVE! ONE DOLLAR EQUALS ONE YEAR OF CLEAN WATER...
publishedTime	When the post was published	2 weeks ago
likeCount	Total likes on the post (string, may be abbreviated or N/A)	330K
commentCount	Total comments on the post (string, may be N/A)	2.5K
pollChoices	Array of poll options if the post is a poll; defaults to ["N/A"] for non-poll posts	["Option A", "Option B"]
videoThumbnail	URL of the video thumbnail if the post includes a video; otherwise "N/A"	https://i.ytimg.com/vi/Ut41eePtfBk/hq720.jpg?...
images	Array of image URLs if the post includes images; defaults to ["N/A"] for text/video-only posts	["https://yt3.ggpht.com/...=s800-c-fcrop64=..."]
attachmentType	Attached content type: "video", "image", "poll", or "N/A"	image
sourceUrl	The channel URL you provided as input for this run	https://www.youtube.com/@MrBeast

Notes:

• Export formats: Download your dataset as JSON, CSV, or Excel directly from Apify after each run.
• Engagement fields like likeCount and commentCount are strings to preserve YouTube’s abbreviated formats (e.g., “2.3K”). Some fields may return "N/A" when the source doesn’t expose the value.
• For poll posts, pollChoices contains the available options; vote totals are not included.

Key features

• 🚀 Bulk channel support
  Paste one or many channel URLs and collect each channel’s Community posts in a single run. Perfect for a YouTube channel community tab crawler workflow.

• 🔁 Robust proxy fallback
  Built-in proxy handling tries your custom proxy first, then selected Apify proxy groups (DATACENTER/RESIDENTIAL when configured), and also supports direct connection attempts — reducing blocks on high-volume runs.

• 💾 Live dataset streaming
  Results are saved to the dataset in real time as posts are scraped, so you can start analyzing or exporting immediately.

• ♻️ Reliable retries & backoff
  Automatic retry logic with exponential backoff helps overcome transient network issues and intermittent failures.

• 📈 Continuation handling for depth
  Uses YouTube’s internal browse continuations to paginate the Community tab and collect up to your maxPosts target per channel.

• 🔐 No login or official API required
  Run this YouTube community posts extractor without credentials. Ideal when you need to scrape YouTube community posts without API constraints.

• 🧑‍💻 Developer-friendly on Apify
  Trigger jobs via the Apify API and download results programmatically (great for YouTube community posts scraper Python pipelines and CI/CD).

• 📦 Flexible exports
  Download YouTube community posts data in JSON, CSV, or Excel from the Apify dataset — perfect for dashboards, BI tools, or CSV workflows.

• 🧱 Production-ready infrastructure
  Designed for stability with structured logs, error handling, and streaming outputs — a dependable YouTube community feed scraper tool for recurring tasks.

How to use 📺 YouTube Community Posts Scraper — Scrape posts, polls &... - step by step

1. Create or log in to your Apify account.
2. Open the actor “📺 YouTube Community Posts Scraper — Scrape posts, polls &...” in the Apify Store.
3. Add input data: paste one or more YouTube channel URLs (supports both https://www.youtube.com/@handle and https://www.youtube.com/channel/UC... formats).
4. Set maxPosts: choose how many Community posts to scrape per channel (1–10,000).
5. Configure proxy (optional): run without a proxy by default or select Apify proxy groups / a custom proxy URL for higher volume.
6. Start the run: click Start. The actor will fetch Community posts, paginate if available, and push each post to the dataset as it’s found.
7. Monitor progress: view run logs in real time to see fetched pages, retries, and totals.
8. Download results: export your dataset to JSON, CSV, or XLSX for analysis or ingestion.

Pro tip: Automate everything via the Apify API and schedule runs to keep your “YouTube community posts JSON export” fresh for dashboards and DWH pipelines.

Use cases

Use case name	Description
Marketing research – trend tracking	Analyze Community posts across competitors to identify topics, formats, and timing that drive engagement.
Content strategy – audience alignment	Mine post text and poll options to understand what your audience responds to before investing in new videos.
Social listening – engagement benchmarking	Track likeCount and commentCount over time to measure content resonance and community health.
Competitive monitoring – channel watchlists	Build a multi-channel feed to monitor Community tab updates for timely insights and response planning.
Data enrichment – BI/analytics pipelines	Export YouTube community posts to CSV/JSON and load into data warehouses for blended channel analytics.
Product feedback – poll option cataloging	Extract pollChoices at scale to catalog user preferences; ideal for rapid qualitative insights.
Academic & market research – corpus building	Create clean datasets of Community posts for NLP, topic modeling, and longitudinal studies.

Why choose 📺 YouTube Community Posts Scraper — Scrape posts, polls &...?

This actor prioritizes precision, scalability, and reliability for structured YouTube Community tab extraction.

• ✅ Accurate, structured fields: Consistent JSON schema with channelId, postId, author, text, media, and engagement counts.
• 📊 Built for scale: Scrape up to 10,000 posts per channel with continuation handling and robust retries.
• 🧑‍💻 Developer access: Run via the Apify API, integrate with Python, and automate dataset exports for pipelines.
• 🔐 No-login operation: Works without cookies or authentication, ideal for “YouTube community posts API” alternatives.
• 🌍 Flexible proxy setup: Optional custom proxies and Apify proxy groups help reduce blocks on large jobs.
• 💸 Cost-effective: Flat monthly pricing with trial minutes makes it easy to evaluate and scale.
• 🧱 More reliable than browser plugins: No brittle extensions — this is a server-side, production-grade Community tab scraper.

In short, it’s a focused YouTube community posts scraper that outperforms unstable, manual, or ad‑hoc alternatives when you need dependable results at scale.

Is it legal / ethical to use this scraper?

Yes — when done responsibly. This tool extracts publicly available data from the YouTube channel Community tab. Always review and comply with YouTube’s Terms of Service and applicable data protection laws (e.g., GDPR/CCPA). Avoid scraping private or non-public information, respect rate limits, and use proxies ethically. For edge cases or regulated workflows, consult your legal team to validate compliance in your jurisdiction and use case.

Input parameters & output format

Example JSON input

{
  "channelUrls": [
    "https://www.youtube.com/@MrBeast"
  ],
  "maxPosts": 25,
  "proxy": {
    "useApifyProxy": false,
    "apifyProxyGroups": []
  }
}

Parameters

Parameter	Type	Required	Default	Description
channelUrls	array of string	Yes	Not specified	Paste one or more YouTube channel URLs. Supports both formats: youtube.com/@ChannelName or youtube.com/channel/UC.... Enter one URL per line or comma-separated. Each channel’s Community posts will be collected and saved to the dataset.
maxPosts	integer	No	10	Maximum number of Community posts to scrape per channel (1–10,000). Use a small value for quick tests; increase to pull more history.
proxy	object	No	Not specified	Optional proxy settings. By default the actor runs without a proxy. For higher volume or to reduce blocks, select Apify proxy groups or enter a custom proxy URL.

Example JSON output (one item)

{
  "channelId": "UCxxxxxxxxxxxxxxxxxxxxxx",
  "postId": "Ugkxb5JzX362uGUdzayf61nmJFOrqtglQBEg",
  "author": "MrBeast",
  "authorUrl": "/@MrBeast",
  "text": "WE DID IT!!!!! TEAMWATER HIT ITS GOAL AND NOW 2,000,000 WILL GET CLEAN WATER 🥰 🎉",
  "publishedTime": "2 weeks ago",
  "likeCount": "330K",
  "commentCount": "2.5K",
  "pollChoices": ["N/A"],
  "videoThumbnail": "N/A",
  "images": [
    "https://yt3.ggpht.com/DeT-ij2PlgUIyvnsJu594vpJoF6ukMiPK6ulR-R9XHlmw-0Ow_tCnBHmB23k3levQ5rtoqZ9id6izPs=s800-c-fcrop64=1,1ba30000e45cffff-rw-nd-v1"
  ],
  "attachmentType": "image",
  "sourceUrl": "https://www.youtube.com/@MrBeast"
}

Notes:

• Field types are strings/arrays as shown. likeCount and commentCount are strings to retain YouTube’s abbreviated formats.
• When data isn’t present, some fields default to "N/A" (e.g., videoThumbnail, images, pollChoices, attachmentType).
• Export your dataset as JSON, CSV, or Excel from the Apify platform.

FAQ

Is the YouTube Community Posts Scraper free to use?

You can try it with trial minutes on Apify. This actor includes 120 trial minutes, and the current plan is a flat $19.99 per month for ongoing usage. Billing is managed by Apify.

Do I need the YouTube API or to log in?

No. This tool scrapes publicly available Community tab data without official API keys or account login, making it a practical YouTube community posts API alternative.

Can it scrape poll votes?

It extracts pollChoices (the answer options). Vote totals are not included in the output.

Can it scrape comments on community posts?

No. It returns commentCount (a string, often abbreviated), but it does not scrape individual comment text or threads.

How many posts can I scrape per channel?

You can set maxPosts from 1 up to 10,000 per channel. The scraper uses continuation handling to paginate the Community tab until reaching the limit or available posts.

Can I run it for multiple channels at once?

Yes. Provide multiple entries in channelUrls to scrape several channels in a single run. Each post includes the sourceUrl for easy attribution.

How do I export results to CSV or JSON?

All results are saved to the run dataset in real time. From the Apify dataset view, export to JSON, CSV, or Excel. You can also programmatically fetch dataset items via the Apify API.

How do I reduce blocks during large scrapes?

Use the proxy parameter to select Apify proxy groups (DATACENTER/RESIDENTIAL if available to you) or a custom proxy URL. The actor includes retries and will attempt fallback options you configure.

Can I integrate this with Python or my data pipeline?

Yes. Trigger runs and download datasets via the Apify API, making it easy to build a YouTube community posts scraper Python workflow or an automated ingestion job.

Closing CTA / Final thoughts

The 📺 YouTube Community Posts Scraper — Scrape posts, polls &... is built to extract structured YouTube Community tab data at scale. With multi-channel input, robust proxy handling, live dataset streaming, and clean JSON outputs, it’s ideal for marketers, developers, analysts, and researchers. Run it via the Apify API, export to CSV/JSON/Excel, and integrate into your automation pipeline. Start exporting smarter Community insights today and turn unstructured posts into actionable data.