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

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

The 📺 YouTube Community Posts Scraper — Scrape posts, polls &... is a no‑code Apify actor that extracts structured data from any YouTube channel’s Community tab. It solves the tedious job of manually copying post text, polls, images, video thumbnails, likes, and comment counts by turning them into clean records you can analyze or export. Built for marketers, developers, data analysts, and researchers, this YouTube community posts scraper and YouTube community tab scraper lets you run one or many channel URLs in a single job and stream results directly to a dataset for scale.

What is YouTube Community Posts Scraper?

This tool is a purpose-built YouTube community posts API extractor that crawls the Community/Posts tab of a channel and returns structured JSON for each post. It removes the hassle of manual collection by extracting post text, poll options, media, likes, and comment counts reliably. Ideal for content teams, analysts, and engineers, it helps you automate scraping YouTube community posts across multiple channels and export YouTube community tab data for engagement research at scale.

What data / output can you get?

You’ll receive one record per community post with the following fields saved to the dataset as they’re scraped:

Data type	Description	Example value
channelId	The channel’s unique ID (starts with UC...).	"UCX6OQ3DkcsbYNE6H8uQQuVA"
postId	Unique ID for this community post.	"Ugkx-B-xTpQa9uApirojWaZsjkWCUaEzc24y"
author	The channel’s display name.	"MrBeast"
authorUrl	Direct URL (canonicalBaseUrl) to the channel that published this post.	"/@MrBeast"
text	Full message/caption of the community post.	"I just launched a BRAND NEW Feastables product..."
publishedTime	When the post was published (YouTube’s relative text).	"11 days ago"
likeCount	Total likes (when available).	"93K"
commentCount	Total number of comments (when available).	"974"
pollChoices	For poll posts, the answer options; otherwise ["N/A"].	["N/A"]
videoThumbnail	Video thumbnail URL if a video is attached; otherwise "N/A".	"https://i.ytimg.com/vi/nF0rqeymxmQ/hq720.jpg..."
images	Image URLs if images are attached; otherwise ["N/A"].	["https://yt3.ggpht.com/...=s800-c..."]
attachmentType	What’s attached: "video", "image", "poll", or "N/A".	"video"
sourceUrl	The channel URL you passed as input for this scrape.	"https://www.youtube.com/@MrBeast"

Notes:

• Non-poll posts return ["N/A"] in pollChoices.
• Posts without images or videos return "N/A" for videoThumbnail and ["N/A"] for images.
• Export your dataset to formats like JSON or CSV directly from Apify.

Key features

• 🚀 Real-time dataset streaming – Results are saved to the dataset as they’re scraped, enabling instant analysis and faster workflows.
• 📦 Multi-channel batching – Paste multiple channel URLs and scrape YouTube community tab posts from many channels in a single run.
• 🧠 Rich post coverage – Extracts post text, poll options, images, video thumbnails, likes, and comment counts for each post.
• 🧰 Robust retries & error handling – Built-in retry logic with exponential backoff to keep runs resilient.
• 🌐 Proxy fallback system – Optional proxy support with a fallback plan (custom → Apify Proxy groups like DATACENTER/RESIDENTIAL → direct connection) to reduce blocks at higher volumes.
• 🔒 No login required – Scrapes public Community tabs without cookies or authentication.
• 🧑‍💻 Developer-friendly – Python-based actor on the Apify platform; ideal for integrating into data pipelines as a YouTube community posts JSON extractor.
• 🎯 Precise limits – Control depth per channel with maxPosts (1–10,000) for quick tests or full history pulls.
• 🧩 Automation-ready – Schedule runs, connect to the Apify API, and automate scraping YouTube community posts for continuous monitoring.

How to use YouTube Community Posts Scraper - step by step

1. Sign in to Apify. Create a free account if you’re new.
2. Open the “📺 YouTube Community Posts Scraper — Scrape posts, polls &...” actor in the Apify Store.
3. Add input data:
   • Channel URLs: Paste one or more YouTube channel URLs (supports youtube.com/@handle and youtube.com/channel/UC...).
   • Max posts per channel: Set how many posts to fetch per channel (1–10,000).
4. Optional: Configure Proxy settings to reduce blocking at higher volumes. You can enable Apify Proxy groups (e.g., DATACENTER or RESIDENTIAL) or provide a custom proxy URL.
5. Start the run. The actor navigates to each channel’s Community/Posts tab and begins scraping.
6. Monitor progress. Posts are pushed to the dataset in real time; logs show fetching, continuation, and item counts.
7. Download results from the run’s default dataset. Export to your preferred format and plug into your analysis stack.

Pro Tip: Start with a small maxPosts (e.g., 10) to validate output and structure. Then scale to hundreds or thousands per channel and schedule runs for automated tracking.

Use cases

Use case	Description
Marketing engagement analysis	Measure likes and comment counts over time to identify high-performing community content and optimize campaigns.
Content research	Extract post text, polls, and media to map trends and topics audiences respond to across competitors’ channels.
Social listening & sentiment prep	Pull community posts into your analysis stack to pair with downstream sentiment tooling and reporting.
Competitive tracking	Monitor “Posts”/“Community” tabs for updates, polls, and announcements to inform strategy.
Academic & media research	Collect structured datasets of community posts for longitudinal studies or media analysis.
Data engineering pipelines	Use the actor as a YouTube community posts API extractor in ETL workflows to populate dashboards or data warehouses.
No-code workflows	Use as a no-code YouTube community posts scraper and export YouTube community tab data without writing code.

Why choose YouTube Community Posts Scraper?

This scraper focuses on precision, resilience, and scale for YouTube’s Community/Posts tab.

• ✅ Accurate post parsing: Extracts text, poll options, images, video thumbnails, likes, and comment counts with robust selectors.
• 📈 Built for scale: Scrape multiple channels per run and control depth with maxPosts (1–10,000).
• 🧑‍💻 Developer access: Python-based on Apify; integrate via API into pipelines as a YouTube community posts JSON extractor.
• 🌐 Resilient networking: Optional proxy support with fallback across custom and Apify Proxy groups to reduce blocks.
• 🛡️ Safe & public-only: Works without login on publicly available Community tabs.
• 💸 Cost-effective automation: Use the Apify platform to schedule, export, and automate without maintaining your own infrastructure.
• 🧱 Stable vs. extensions: Unlike brittle browser extensions, this production-ready YouTube channel community posts crawler runs server-side with retries and logging.

In short, it’s a reliable, no-code YouTube community posts scraper built for automation and structured outputs.

Is it legal / ethical to use YouTube Community Posts Scraper?

Yes—when used responsibly. This actor scrapes publicly available Community/Posts tab content without logging in.

Guidelines to follow:

• Review and respect YouTube’s Terms of Service before scraping.
• Scrape only publicly available data and avoid private/authenticated content.
• Ensure compliance with data protection laws (e.g., GDPR/CCPA) when processing personal data.
• Use results responsibly and consult your legal team for edge cases or regulated use.

Input parameters & output format

Example input

{
  "channelUrls": [
    "https://www.youtube.com/@MrBeast"
  ],
  "maxPosts": 10,
  "proxy": {
    "useApifyProxy": false,
    "apifyProxyGroups": []
  }
}

Parameters

• channelUrls (array of string)

  • Description: 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. Scrapes all listed channels in one run.
  • Required: Yes
  • Default: None (you must provide at least one URL)

• maxPosts (integer)

  • Description: Maximum number of community posts to scrape per channel (1–10,000). Use small values for quick tests; increase to pull more history.
  • Required: No
  • Default: 10
  • Min: 1, Max: 10000

• proxy (object)

  • Description: Optional. By default the actor runs without a proxy. For higher volume or to reduce blocks, select an Apify Proxy group or enter a custom proxy URL. If it’s blocked, the actor automatically switches to Apify RESIDENTIAL proxy and continues scraping.
  • Required: No
  • Default: { "useApifyProxy": false, "apifyProxyGroups": [] }

Note: Internally, the actor implements retry logic and continuation fetching to reach maxPosts where available.

Example output

[
  {
    "channelId": "UCX6OQ3DkcsbYNE6H8uQQuVA",
    "postId": "Ugkx-B-xTpQa9uApirojWaZsjkWCUaEzc24y",
    "author": "MrBeast",
    "authorUrl": "/@MrBeast",
    "text": "I just launched a BRAND NEW Feastables product. Watch the video below to see what it is. I promise you’ll love it!",
    "publishedTime": "11 days ago",
    "likeCount": "93K",
    "commentCount": "974",
    "pollChoices": ["N/A"],
    "videoThumbnail": "https://i.ytimg.com/vi/nF0rqeymxmQ/hq720.jpg",
    "images": ["N/A"],
    "attachmentType": "video",
    "sourceUrl": "https://www.youtube.com/@MrBeast"
  }
]

Field notes:

• For non-poll posts, pollChoices is ["N/A"].
• Posts without images or videos return "N/A" for videoThumbnail and ["N/A"] for images.
• Results are pushed incrementally to the dataset during the run.

FAQ

Is there a free trial?

Yes. This actor provides trial minutes on Apify (e.g., 120 trial minutes in the current listing) so you can test before subscribing. Check the Apify Store page for the latest trial allocation.

How is it priced?

Pricing is managed via the Apify Store. At the time of publishing, this actor is offered as a flat monthly plan (e.g., $19.99/month). Always refer to the live listing for up-to-date pricing.

Do I need to log in to YouTube?

No. The scraper works without login and targets publicly available Community/Posts tabs, making it a safe, no‑login YouTube community posts scraper.

Can I scrape multiple channels in one run?

Yes. Provide multiple URLs in channelUrls to scrape YouTube community tab posts across many channels in a single run.

How many posts can I scrape per channel?

You can set maxPosts from 1 up to 10,000 per channel. The actor fetches initial posts and uses continuation tokens to collect more until your limit or available posts are reached.

Does it scrape comments?

It does not collect full comment threads. It extracts commentCount for each post where available, enabling engagement analysis without fetching comment text.

What types of posts and media are supported?

The scraper extracts text-only posts, polls (pollChoices), image attachments (images), and video attachments (videoThumbnail), with attachmentType indicating "video", "image", "poll", or "N/A".

How do I reduce blocking at scale?

Use the proxy input to enable Apify Proxy groups (e.g., DATACENTER or RESIDENTIAL) or provide a custom proxy URL. The actor includes retry logic and a proxy fallback approach to improve success rates.

In what format can I export results?

All records are saved to the run’s dataset on Apify. You can view and export the dataset in common formats (e.g., JSON or CSV) from the platform UI or via API.

Can developers integrate this with Python or an API?

Yes. It’s a Python-based Apify actor that you can run via the Apify API, schedule, and pipe into your data workflows—ideal for a Python YouTube community scraper or automated pipelines.

Closing CTA / Final thoughts

The 📺 YouTube Community Posts Scraper — Scrape posts, polls &... is built for structured, scalable extraction of YouTube Community/Posts tab data. It delivers clean JSON with text, polls, images, video thumbnails, likes, and comment counts—streamed to your dataset in real time.

Whether you’re a marketer tracking engagement, a researcher collecting datasets, or a developer automating pipelines, this no-code YouTube community posts scraper helps you download YouTube community posts and export YouTube community tab data reliably. Use the Apify API to automate scraping YouTube community posts at scale and keep your insights fresh.

Start extracting smarter YouTube community insights—run your first channels now and turn posts into actionable data.