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YouTube Comments Scraper

Give it YouTube video or Shorts links and it returns one JSON row per comment: text, likes, reply count, date, pinned, creator-heart and by-creator flags, with the video title and channel. Replies are optional and come right after their comment. $1.80 per 1,000 comments; you pay only for rows you get.

$1.80 per 1,000 comments on the Free plan, down to $0.81 on higher plans

Why this actor

What you get

FieldWhat it holds
commentId, commentUrlStable comment id and a link that opens the video at this comment.
textThe comment. Emails, phones, profile links and @mentions are replaced.
likeCountLikes, rounded by YouTube above 1,000.
replyCountReplies to a top-level comment.
publishedText, publishDate"3 weeks ago" and the approximate date it means.
isReply, parentCommentIdReplies point at their comment.
isPinned, isHearted, isByChannelOwner, isAuthorVerifiedCreator signals.
positionRank of the comment in the chosen order.
videoId, videoTitle, channelName, channelId, videoCommentCountTextThe video and its channel.

Sample row (from the README example; long text shortened, lists cut to two items):

{
  "rowType": "comment",
  "platform": "youtube",
  "commentId": "UgzKYksqeQ5gA3t0g0F4AaABAg",
  "commentUrl": "https://www.youtube.com/watch?v=dQw4w9WgXcQ&lc=UgzKYksqeQ5gA3t0g0F4AaABAg",
  "videoId": "dQw4w9WgXcQ",
  "videoUrl": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
  "videoTitle": "Rick Astley - Never Gonna Give You Up (Official Video) (4K Remaster)",
  "channelName": "Rick Astley",
  "channelId": "UCuAXFkgsw1L7xaCfnd5JJOw",
  "videoCommentCountText": "2.4M",
  "text": "I Rick rolled my entire French class with a fake quiz link.",
  "publishedText": "6 years ago",
  "publishDate": "2020-11-01",
  "publishDateIsApprox": true,
  "isEdited": true,
  "likeCount": 106000,
  "replyCount": 648,
  "isReply": false,
  "parentCommentId": null,
  "isByChannelOwner": false,
  "isAuthorVerified": false,
  "isHearted": false,
  "isPinned": false,
  "position": 1,
  "sortedBy": "top",
  "scrapedAt": "2026-10-31T04:00:00.000Z"
}

Price

Live Apify price on 2026-11-02, per 1,000 rows, by Apify plan. You pay only for rows delivered; error and summary rows marked free in the README cost nothing. Plus $0.001 per GB of memory when a run starts.

Per 1,000FreeBronzeSilverGoldPlatinumDiamond
Comment (main)$1.80$1.35$1.08$0.81$0.81$0.81

Use cases

Run it from code or an AI agent

Actor ID arcadium/youtube-comments. Set APIFY_TOKEN to your Apify API token. The input below is the actor’s prefilled example; see the guide for every field.

curl
curl -X POST "https://api.apify.com/v2/acts/arcadium~youtube-comments/run-sync-get-dataset-items" \
  -H "Authorization: Bearer $APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"urls":["https://www.youtube.com/watch?v=dQw4w9WgXcQ"],"maxComments":20}'
JavaScript
// npm install apify-client
import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
const run = await client.actor('arcadium/youtube-comments').call({
  "urls": [
    "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
  ],
  "maxComments": 20
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);
Python
# pip install apify-client
import os
from apify_client import ApifyClient

client = ApifyClient(os.environ["APIFY_TOKEN"])
run = client.actor("arcadium/youtube-comments").call(run_input={
    "urls": ["https://www.youtube.com/watch?v=dQw4w9WgXcQ"],
    "maxComments": 20,
})
items = client.dataset(run.default_dataset_id).list_items().items  # apify-client 3.x returns a Run object
print(items)
MCP
{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com/?tools=arcadium/youtube-comments",
      "headers": {
        "Authorization": "Bearer <APIFY_TOKEN>"
      }
    }
  }
}
LangChain
# pip install langchain-apify   (reads APIFY_API_TOKEN from the environment)
from langchain_apify import ApifyActorsTool

tool = ApifyActorsTool("arcadium/youtube-comments")
rows = tool.invoke({"run_input": {
    "urls": ["https://www.youtube.com/watch?v=dQw4w9WgXcQ"],
    "maxComments": 20,
}})
# or give `tool` to an agent: create_react_agent(llm, [tool])
LlamaIndex
# pip install llama-index-readers-apify
import os
from llama_index.core import Document, VectorStoreIndex
from llama_index.readers.apify import ApifyActor

reader = ApifyActor(os.environ["APIFY_TOKEN"])
documents = reader.load_data(
    actor_id="arcadium/youtube-comments",
    run_input={
        "urls": ["https://www.youtube.com/watch?v=dQw4w9WgXcQ"],
        "maxComments": 20,
    },
    dataset_mapping_function=lambda item: Document(text=str(item.get("text") or ""), metadata={"url": item.get("url")}),
)
index = VectorStoreIndex.from_documents(documents)
CrewAI
# pip install crewai crewai-tools langchain-apify   (reads APIFY_API_TOKEN from the environment)
from crewai import Agent
from crewai_tools import ApifyActorsTool

tool = ApifyActorsTool(actor_name="arcadium/youtube-comments")
researcher = Agent(
    role="Research analyst",
    goal="Answer with data collected by the tool",
    backstory="Uses public web data.",
    tools=[tool],
)
n8n
{
  "nodes": [
    {
      "name": "Run arcadium/youtube-comments",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4,
      "position": [
        0,
        0
      ],
      "parameters": {
        "method": "POST",
        "url": "https://api.apify.com/v2/acts/arcadium~youtube-comments/run-sync-get-dataset-items",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "sendBody": true,
        "specifyBody": "json",
        "jsonBody": "{\"urls\":[\"https://www.youtube.com/watch?v=dQw4w9WgXcQ\"],\"maxComments\":20}",
        "options": {
          "timeout": 300000
        }
      }
    }
  ],
  "connections": {}
}
Google Sheets
// Extensions > Apps Script. Store your token once: Project Settings > Script properties > APIFY_TOKEN.
function importLastRun() {
  const token = PropertiesService.getScriptProperties().getProperty('APIFY_TOKEN');
  const url = 'https://api.apify.com/v2/acts/arcadium~youtube-comments/runs/last/dataset/items?status=SUCCEEDED&clean=true&format=json';
  const res = UrlFetchApp.fetch(url, { headers: { Authorization: 'Bearer ' + token } });
  const rows = JSON.parse(res.getContentText());
  if (!rows.length) return;
  const keys = Object.keys(rows[0]);
  const values = rows.map((r) => keys.map((k) => (typeof r[k] === 'object' ? JSON.stringify(r[k]) : r[k])));
  const sheet = SpreadsheetApp.getActiveSheet();
  sheet.clearContents();
  sheet.getRange(1, 1, 1, keys.length).setValues([keys]);
  sheet.getRange(2, 1, values.length, keys.length).setValues(values);
}

Limitations

FAQ

Can I get the comment author? No. Author names and handles are personal data and are never output; isByChannelOwner and isAuthorVerified say whether the creator or a verified channel wrote it.

A video returned nothing. Why? Look at its error row: comments may be turned off, or the video is private or removed. Error rows are free.

Related actors

YouTube Transcript & Subtitles Scraper

YouTube transcripts and subtitles from $2.48 per 1,000 (pintostudio: $10); pintostudio, johnvc and starvibe inputs work as is.

$2.48 per 1,000 transcripts on the Free plan, down to $1.80 on higher plans

YouTube Scraper

YouTube videos and Shorts from channels, playlists, searches or links, $3.60 per 1,000; streamers/youtube-scraper input works as is.

$3.60 per 1,000 videos on the Free plan, down to $2.16 on higher plans