Youtube Comments Scraper

🚀 YouTube Comments Scraper is a powerful actor designed to collect public comments from YouTube videos in a fast, reliable, and automated way. It helps you extract large volumes of comment data without manual scrolling, browser extensions, or unstable scripts. Built for scale, this tool supports continuous youtube comments scraping across single videos or large video lists.

As a professional youtube comments scraper by Apify, it handles dynamic loading, pagination, and platform changes with ease ⚙️. The apify youtube comments scraper is ideal for research, sentiment analysis, brand monitoring, and content insights 📊. It delivers clean, structured datasets that integrate smoothly into analytics tools, dashboards, and automation workflows 🔁.

What This YouTube Comments Scraper Does 🔍

The YouTube Comments Scraper automatically collects public comments from YouTube videos and transforms them into structured, ready-to-use data. It functions as a reliable youtube video comments scraper, capturing top-level comments, replies, and complete discussion threads without manual interaction. The actor handles dynamic loading and pagination to ensure no visible comments are missed.

This tool also works as a scalable youtube data scraper videos comments, allowing you to process single videos or large batches in one run. It extracts key metadata such as author details, timestamps, and engagement metrics, making the data suitable for analysis, monitoring, and automation workflows 📊.

What Can This YouTube Comments Scraper Extract? 📋

The YouTube Comments Scraper returns clean, structured data for reliable youtube comments scraping.
Each row in the dataset represents a comment or reply extracted from a YouTube video.

Data Field	Description
Comment Text	Full text content of the comment
Comment ID	Unique identifier of the comment
Is Reply	Indicates whether the item is a reply or a top-level comment
Parent Comment ID	ID of the parent comment for replies
Author Name	Display name of the comment author
Author Channel ID	Channel ID of the author
Author Channel URL	Link to the author’s YouTube channel
Like Count	Number of likes on the comment
Reply Count	Total replies under the comment
Published Date	Original posting timestamp
Updated Date	Last edit timestamp, if available
Video ID	Unique ID of the YouTube video
Video Title	Title of the related video
Video URL	Direct link to the YouTube video

This structured output makes the youtube comments scraper suitable for analytics, monitoring, and large-scale automation.

Supported YouTube Content Types 🎥

The YouTube Comments Scraper supports multiple public YouTube content formats to ensure flexible and reliable data collection. It is built to handle common scenarios used by creators, brands, and researchers.

Public Videos 📺

Scrape comments from standard public YouTube videos, including top comments and newest-first sorting.

YouTube Shorts 🎬

Collect comments from Shorts where comments are publicly available and enabled.

Live Stream Replays 🔴

Extract comments from completed live streams and replay pages after the stream ends.

Pinned Comments 📌

Capture pinned comments highlighted by the video owner at the top of comment sections.

Comment Threads and Replies 💬

Scrape full discussion threads, including replies linked to their parent comments.

Private, deleted, or restricted content is not supported to ensure compliant youtube comments scraping.

Why Use YouTube Comments Scraper by Apify ⭐

The youtube comments scraper by Apify is built for reliable, large-scale data collection without the risks of unstable scripts or browser extensions. It is designed for automated youtube comments scraping where accuracy, consistency, and long-term stability matter. The youtube comments scraper Apify runs on proven infrastructure and is maintained to adapt to platform changes.

Production-Ready Design 🏗️

Built to handle high comment volumes and repeatable runs in real-world environments.

Automatic Dynamic Loading ⚡

Loads comments and replies automatically, including deep threads and long discussions.

Reliable Error Handling 🛠️

Uses retries and safeguards to reduce failures during long or large scraping jobs.

Clean Structured Output 📦

Returns well-organized datasets ready for analysis, export, or automation.

Independent of UI Changes 🧱

Scraping logic does not depend on YouTube’s visual layout, reducing breakage risks.

Trusted Apify Solution ✅

Backed by Apify infrastructure, this actor is suitable for professional and enterprise use

Who Should Use This YouTube Comments Scraper 👥

The YouTube Comments Scraper is designed for anyone who needs reliable access to comment data at scale. It is often chosen as the best youtube comments scraper for professional and analytical use cases.

• Content creators and streamers using a streamers youtube comments scraper to understand audience reactions and engagement

• Marketing teams analyzing feedback and campaign performance

• Brand managers monitoring public discussions around products and services

• Market researchers collecting large volumes of qualitative data

• Data analysts building reports, dashboards, and trend insights

• NLP and AI teams creating datasets for text analysis and model training

This actor suits both technical and non-technical users seeking consistent results.

Common Use Cases 📌

The YouTube Comments Scraper supports multiple practical scenarios where large-scale comment data is required for analysis and decision-making.

Audience Sentiment Analysis 😊

Collect and analyze viewer comments to understand opinions, emotions, and recurring themes across videos.

Brand and Product Monitoring 🏷️

Track how users discuss brands, products, or campaigns in YouTube comment sections over time.

Creator and Streamer Engagement Tracking 🎮

Measure audience interaction, feedback patterns, and engagement levels for creators and live streamers.

Market Research and Feedback Collection 📊

Gather unbiased feedback to identify trends, preferences, and customer pain points at scale.

Dataset Creation for NLP Models 🧠

Build structured datasets for training and evaluating NLP and machine learning models using real user comments.

How to Scrape YouTube Comments 🧩

This youtube comments scraper app makes it easy to understand how to scrape YouTube comments without coding or manual work. The process is fully automated and designed for both small and large scraping tasks.

1. Create an Apify Account 🧾

Sign up for an Apify account to access the YouTube Comments Scraper and manage your runs and datasets.

2. Add YouTube Video URLs 🔗

Paste one or multiple YouTube video URLs into the input field. Bulk video scraping is fully supported.

3. Configure Scraping Settings ⚙️

Set comment limits, enable replies, choose sorting options, and adjust other available parameters.

4. Run the Actor ▶️

Start the actor and let it automatically load and collect comments in the background.

5. Export Your Results 📤

Download the scraped data in formats such as JSON, CSV, or Excel for analysis or reporting.

Input Data Structure

{
    "proxyConfiguration": {
        "useApifyProxy": false
    },
    "startUrls": [
        {
            "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
            "method": "GET"
        }
    ]
}

Output Data Structure

[
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@YouTube",
    "comment": "can confirm: he never gave us up",
    "likeCount": 109000,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@linganguliguliwatcha",
    "comment": "YOUTUBE AND ONE LIKE WOOHAAAAH",
    "likeCount": 3900,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@_bugrabilgin",
    "comment": "HEY YOUTUBE",
    "likeCount": 1800,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@NashiraArif",
    "comment": "new comment alert",
    "likeCount": 1100,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@jennaortega-m4m",
    "comment": "oop 3rd didnt realise youtube was here😄",
    "likeCount": 667,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@FactusCactus",
    "comment": "Dear team YT,\n-Kindly bring back dislikes\n-Kindly promote underrated creators more \nAnd kindly stop showing me with channels that I've marked with \"do not recommend\"\nAnd last but not the least- - -delete YT shorts forever from this holy planet",
    "likeCount": 614,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@ShyGuy_cc",
    "comment": "Youtube accidently got rickrolled",
    "likeCount": 461,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@TheAngelofBattle99",
    "comment": "He's ingrained in our brains at this point. Such a devoted man.",
    "likeCount": 415,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@fishunboxing",
    "comment": "make this appear on everyone's homepages for a day",
    "likeCount": 347,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@hinzbx",
    "comment": " @FactusCactus  also fix the homepage. I want my 4 videos per row back!",
    "likeCount": 183,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@EstevãoMachado-d4h",
    "comment": "Omg",
    "likeCount": 156,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@someone_hate3970",
    "comment": "even in 2025 youtube  got rickrolled.. maybe there is hope for humanity after all",
    "likeCount": 100,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@jotape8417",
    "comment": "chat gpt rick rolled me and led me to this",
    "likeCount": 80,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@SleepyBear_SB",
    "comment": "Only took 15 years for YouTube to get rickrolled I guess",
    "likeCount": 74,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@MaroSecnjak",
    "comment": "Hi",
    "likeCount": 63,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@H.A.M.P.T.E.R",
    "comment": "You know it's good when the Youtube gods themselves show up",
    "likeCount": 59,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@kskskskkskskn",
    "comment": "Youtube quedo troleado",
    "likeCount": 49,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@kskskskkskskn",
    "comment": "Youtube oh",
    "likeCount": 48,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@0ProGamer0",
    "comment": "Hello youtube!",
    "likeCount": 46,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@SebastianCasados",
    "comment": "i was bere",
    "likeCount": 45,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@SouthwestairlinesYT",
    "comment": "YOOO",
    "likeCount": 43,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@Lybitel_Kotikov",
    "comment": "Ютуб",
    "likeCount": 42,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@icarogurgel-r2o",
    "comment": "OMG YOUTUBE GOT RICKROLLED",
    "likeCount": 36,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@_andreitalo",
    "comment": "This song will never die",
    "likeCount": 34,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@quixvy-g6j",
    "comment": "w youtube",
    "likeCount": 32,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@JJ77477",
    "comment": "Can confirm youtube fell off 😔",
    "likeCount": 30,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@NuggetManDenni",
    "comment": "He didn’t 😂",
    "likeCount": 24,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@SidSitee",
    "comment": "True",
    "likeCount": 23,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@emotii_here",
    "comment": "YOUTUBE 1 HOUR AGO IN NEVER GONNA GIVE YOU UP COMMENTS?!?!?!?",
    "likeCount": 23,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@luk1nvm",
    "comment": "1h, Hi from Brazil, YouTube",
    "likeCount": 22,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@Sammy_GD",
    "comment": "YouTube",
    "likeCount": 22,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@vergil7185",
    "comment": "Hello YouTube, from Ukraine 💙💛",
    "likeCount": 22,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@traceygoslin",
    "comment": "😂😂",
    "likeCount": 20,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@JohnnySins-k2c",
    "comment": "For 15 years",
    "likeCount": 20,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@chuymurillo4177",
    "comment": "Oh hello there",
    "likeCount": 19,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@JohnnyminecrafteditsYT",
    "comment": "Hey",
    "likeCount": 18,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@ThrillSeeker-x6b",
    "comment": "Used this on April fools. Did you just rickroll us in the 20th anniversary thing?",
    "likeCount": 18,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@Hazzer_du_69",
    "comment": "wtf",
    "likeCount": 13,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@VictorsProdz",
    "comment": "2 hours ago!!!?\nHe never did",
    "likeCount": 13,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@RandomGuywhomakesrandomvids",
    "comment": "2 hours is crazy",
    "likeCount": 12,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@rshadowsail",
    "comment": "Did YouTube just get rickrolled?!?",
    "likeCount": 12,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@SamySam-OFC",
    "comment": "HELLO",
    "likeCount": 11,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@aiueokakikukekosaisuseso-v1b",
    "comment": "えぐ\n2時間前",
    "likeCount": 11,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@tarasturgis1940",
    "comment": "Who is here before 1k",
    "likeCount": 9,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@JonnyzHere",
    "comment": "So early can I get a hi from YouTube?",
    "likeCount": 9,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@LMSHOfDeath",
    "comment": "Hello youtube",
    "likeCount": 9,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@XxRUBYYxX-f4s",
    "comment": "YOOO YOUTUBE??!",
    "likeCount": 9,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@dogeboyeee",
    "comment": "Bro YouTube your a bit late lmao",
    "likeCount": 9,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@KitKat-i3h",
    "comment": "2h ago!",
    "likeCount": 8,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  },
  {
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
    "author": "@CallMehAngel207",
    "comment": "YOUTUBE WHAT U DOING HER EAT 22/04/2025",
    "likeCount": 8,
    "commentsCount": 100,
    "type": "comment",
    "success": true
  }
]

Important Notes and Limitations ⚠️

The YouTube Comments Scraper is designed to collect only publicly available comments from YouTube videos. Private videos, age-restricted content, or comments disabled by the video owner cannot be accessed.

Comments that have been deleted, hidden, or moderated by creators or YouTube are not available for scraping. For videos with very large comment volumes, rate limits or longer run times may apply, depending on input settings and account limits.

YouTube frequently updates its platform behavior. While this actor is actively maintained, platform changes can occasionally affect scraping results. Using reasonable limits and keeping the actor updated helps ensure stable youtube comments scraping over time.

Free vs Scalable Scraping 💰

The YouTube Comments Scraper supports both lightweight and large-scale scraping needs. You can start with youtube comments scraper free usage and scale up as your data requirements grow.

Free Scraping for Small Runs 🆓

Small scraping jobs can be run using Apify’s free tier. This option is suitable for testing, single videos, or limited comment volumes without upfront cost.

Scalable Scraping for Large Projects 🚀

For higher comment volumes or frequent runs, paid usage enables faster processing and greater reliability. This makes the youtube comments scraper suitable for enterprise research, analytics, and long-term automation.

Apify vs Extensions and GitHub Scripts ⚖️

When choosing a youtube comments scraper, it is important to understand the differences between Apify and common alternatives like extensions and open-source scripts.

Browser Extensions 🧩

Tools such as a youtube comments scraper extension or youtube comment scraper chrome extension often require manual scrolling and break when YouTube updates its interface. They are not suitable for large-scale or automated scraping.

GitHub Scripts 🧑‍💻

Open-source tools found on youtube comments scraper GitHub, youtube comment scraper GitHub, or shared on youtube comment scraper Reddit usually need setup, maintenance, and frequent fixes. Many stop working due to API limits or outdated logic. Similar tools like outscraper youtube comments scraper may also have scaling limits.

Why Apify Is Better ⭐

Apify provides a maintained, scalable solution with automation, error handling, and structured outputs. It removes manual effort and offers a reliable alternative for professional youtube comments scraping at scale.

Is It Legal to Use a YouTube Comments Scraper? ⚖️

Using a YouTube Comments Scraper is generally legal when it is done responsibly and within platform rules. The following points clarify the legal and ethical scope.

Public Data Collection 🌐

This actor collects only publicly available comments that any user can view on YouTube. It does not access private or restricted content.

Terms of Service Considerations 📜

Users are responsible for ensuring their usage complies with YouTube’s Terms of Service and applicable local regulations.

Data Usage Responsibility 🔐

Scraped data should be used ethically for research, analysis, or monitoring. Avoid misuse, redistribution of sensitive information, or violation of user privacy.

Following these guidelines helps ensure compliant and responsible youtube comments scraping.

Why Choose Us ⭐

The YouTube Comments Scraper is built to deliver reliable results for long-term use. It focuses on stability, accuracy, and ease of use for both technical and non-technical users.

• Built on proven Apify infrastructure for consistent performance

• Designed for stable and scalable scraping across small and large workloads

• No coding required, making it accessible to all user levels

• Provides accurate and structured data ready for analysis and reporting

• Saves time and cost by eliminating manual scraping efforts

• Trusted for long-term automation and recurring data collection

This focus on quality and reliability makes it a dependable choice for professional youtube comments scraping.

Frequently Asked Questions ❓

Can this scraper collect replies to comments? 💬

Yes. The actor can scrape both top-level comments and replies, including full comment threads when replies are enabled.

Does it work for multiple videos at once? 📺

Yes. You can add multiple YouTube video URLs in a single run and scrape comments in bulk.

Is coding required to use this actor? ❌

No. The YouTube Comments Scraper works through a simple interface and does not require any coding.

Can I export the data in different formats? 📁

Yes. Scraped data can be exported in formats such as JSON, CSV, or Excel.

Is there a free option available? 🆓

Yes. Small runs can be executed using Apify’s free tier, with scalable options available for larger projects.

Conclusion 🎯

The YouTube Comments Scraper offers a reliable and scalable way to collect public YouTube comments without manual effort or fragile tools. It supports automated youtube comments scraping for research, monitoring, analytics, and content insights. With structured outputs, flexible configuration, and dependable performance, it fits both small tests and large production workflows.

If you need a professional youtube comments scraper by Apify that is easy to use and built for long-term stability, this actor is a strong choice. Start scraping in minutes, scale when needed, and turn YouTube comments into actionable data with confidence 🚀