YouTube Comments Scraper

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

🧩 As a youtube comments scraper by Apify, it is production-ready and maintained to handle dynamic loading, pagination, and platform changes. The apify youtube comments scraper is ideal for research, analytics, sentiment analysis, and content insights where accuracy and consistency matter. It delivers structured outputs that integrate easily into data pipelines, dashboards, and analysis workflows.

What This YouTube Comments Scraper Does 🛠️

⚙️ The YouTube Comments Scraper automatically collects public comments from YouTube videos and converts them into structured, usable data. It retrieves top-level comments and replies, along with key metadata such as author names, timestamps, like counts, and video identifiers. The actor handles dynamic comment loading, pagination, and large comment volumes without manual interaction.

📈 This tool is built for reliable youtube comments scraping at scale. You can process single videos or large URL lists in one run. As a youtube comments scraper by Apify, it works independently of YouTube’s interface and remains stable during platform changes. The apify youtube comments scraper supports repeatable, automated data extraction for analytics, monitoring, and research workflows.

What Can This YouTube Comments Scraper Extract?📥

The YouTube Comments Scraper extracts detailed comment data and returns it in a structured dataset. Each record represents a single comment or reply and includes the following fields.

Data Field	Description
Comment Text	Full text content of the YouTube comment
Comment ID	Unique identifier assigned to each comment
Author Name	Display name of the comment author
Author Channel ID	Channel ID of the comment author
Author Channel URL	Link to the author’s YouTube channel
Like Count	Number of likes received by the comment
Reply Count	Total number of replies to 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
Published Date	Original posting date and time
Updated Date	Last edit timestamp, if available
Video ID	Unique ID of the YouTube video
Video Title	Title of the related YouTube video
Video URL	Direct link to the YouTube video

This structured output supports analysis, reporting, and automated youtube comments scraping workflows at scale.

Supported YouTube Content Types 📺

This YouTube Comments Scraper supports a wide range of public YouTube content. It is designed to cover common formats used by creators, brands, and researchers.

Public YouTube Videos

Scrape comments from standard public videos, including top comments and newest comments.

YouTube Shorts

Extract comments from Shorts where comments are enabled and publicly accessible.

Live Stream Replays

Collect comments from completed live streams and their replay pages.

Pinned Comments

Capture pinned comments highlighted by the video creator.

Comment Threads and Replies

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

Private videos, deleted content, and restricted comments are not supported. This ensures compliant and reliable youtube comments scraping at scale.

Why Use YouTube Comments Scraper by Apify⭐

The YouTube Comments Scraper by Apify is built for reliability, scale, and long-term use. It removes the risks associated with fragile scripts, browser extensions, and manual scraping methods. This actor is maintained to handle platform changes and deliver consistent results for automated youtube comments scraping.

Production-Ready Design 🏗️

Designed for real-world workloads, the actor supports large comment volumes and repeatable runs without manual intervention.

Automatic Dynamic Loading ⚡

Comments and replies load automatically, including deep threads and long discussions.

Reliable Error Handling 🛠️

Built-in retries and safeguards reduce failures during large or long-running jobs.

Clean Structured Output 📦

All data is returned in organized datasets, ready for analysis or export.

Independent of UI Changes 🧱

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

Trusted Apify Solution ✅

Backed by Apify infrastructure, this apify youtube comments scraper is suitable for professional and enterprise use.

Who Should Use This YouTube Comments Scraper👥

• Marketing teams: collecting audience feedback and campaign insights

• Brand managers: monitoring public sentiment and product discussions

• Content creators and streamers: analyzing viewer engagement and reactions

• Market researchers: gathering large-scale qualitative data

• Data analysts: building datasets for reporting and trend analysis

• NLP and AI teams: creating training data for text and sentiment models

• Agencies and consultants: managing multiple YouTube channels or clients

• Developers: automating youtube comments scraping workflows using Apify

Common Use Cases🔎

The YouTube Comments Scraper supports a wide range of practical, data-driven use cases across industries.

Audience Sentiment Analysis 😊

Analyze viewer opinions, emotions, and recurring themes by collecting large volumes of comments for sentiment and tone evaluation.

Brand and Product Monitoring 🏷️

Track how audiences discuss brands, products, or campaigns across multiple YouTube videos in real time.

Creator and Streamer Engagement Tracking 🎮

Measure engagement patterns, community interaction, and audience response for creators and live streamers.

Market Research and Feedback Collection 📊

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

Dataset Creation for NLP Models 🧠

Build clean, structured datasets for training and testing NLP and machine learning models using real user comments.

How to Scrape YouTube Comments🪜

Follow these simple steps to start automated youtube comments scraping using Apify.

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 URLs are fully supported.

3. Configure Scraping Settings ⚙️

Set comment limits, enable replies, choose sorting options, and adjust other input parameters as needed.

4. Run the Actor ▶️

Start the actor and let it automatically load and collect comments without manual interaction.

5. Export Your Results 📤

Download the scraped data in JSON, CSV, or Excel format 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
  }
]

Apify vs Extensions and GitHub Scripts ⚔️

Choosing the right approach for youtube comments scraping impacts reliability, scale, and maintenance.

Browser Extensions 🧩

Browser extensions often require manual scrolling and active browser sessions. They break frequently due to YouTube UI updates and struggle with large comment volumes. Automation and scheduling are limited.

GitHub Scripts 🧑‍💻

GitHub scripts usually need setup, API keys, and ongoing maintenance. Many repositories are outdated and fail when YouTube changes its structure or limits access.

Why Apify Is Better ⭐

The YouTube Comments Scraper by Apify is fully automated, scalable, and maintained. It handles dynamic loading, retries, and platform changes while delivering clean, structured data ready for production use.

Is It Legal to Use a YouTube Comments Scraper? ⚖️

Using a YouTube comments scraper is generally allowed when applied responsibly and within legal boundaries. This actor is designed to collect only publicly available data.

Public Data Collection 🌐

The scraper accesses comments that are visible to any YouTube user without authentication. Private, deleted, or restricted content is not collected.

Terms of Service Considerations 📜

Users are responsible for reviewing and complying with YouTube’s Terms of Service and applicable platform policies when scraping data.

Data Usage Responsibility 🔐

Scraped data should be used ethically and in compliance with local laws, privacy regulations, and internal data governance standards.

Why Choose Us 🌟

This YouTube Comments Scraper is built to deliver reliable results for both short-term tasks and long-term data collection projects.

Built on Apify Infrastructure ☁️

Runs on Apify’s proven cloud platform with managed scaling, storage, and execution.

Stable and Scalable Scraping 📈

Handles small jobs and large comment volumes without performance issues.

No Code Required 🧩

Designed for non-technical users, with optional API access for developers.

Accurate and Structured Data 📊

Returns clean, well-organized datasets ready for analysis and reporting.

Time and Cost Efficient ⏱️

Automates manual work and reduces operational overhead.

Trusted for Long-Term Use 🛡️

Maintained and monitored to remain stable as YouTube evolves.

Frequently Asked Questions❓

Can this scraper collect replies to comments? 💬

Yes. The actor can extract both top-level comments and their replies, including full discussion threads when replies are available.

Does it work for multiple videos at once? 📺

Yes. You can provide multiple YouTube video URLs in a single run and scrape comments from all of them together.

Is coding required to use this actor? ❌

No. The scraper works through the Apify interface without any coding. API access is optional for automation.

Can I export the data in different formats? 📁

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

Is there a free option available? 🆓

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

Conclusion 🎯

The YouTube Comments Scraper offers a reliable way to collect public YouTube comments at scale without manual effort. It supports automated youtube comments scraping for research, monitoring, and analysis use cases. Built on Apify infrastructure, the youtube comments scraper by Apify delivers structured, accurate data while remaining stable as the platform evolves.

If you need a production-ready apify youtube comments scraper that saves time and reduces maintenance, this actor is a practical choice. Get started today to turn YouTube comments into actionable insights with minimal setup and full control over your data.