YouTube Comments Scraper: Replies, Filters & AI Summary icon

YouTube Comments Scraper: Replies, Filters & AI Summary

YouTube comments and replies for any video, Short, playlist, channel or search: text, author, likes, replies, pinned and creator-hearted flags, dates. Top or newest, filters, only-new alerts and an AI summary of what viewers say.

$1 per 1,000 comment+ AI summary $0.02 eachupdated 2026-11-01
Try it

Build the input, get the call

Change any field; the code on the right follows. Copy it, or run the same input on Apify.

YouTube video, Shorts, playlist or channel links (or video ids). Channels and playlists give their latest videos.

YouTube searches; the top videos of each are read.

How many videos each playlist, channel or search adds.

Top-level comments kept per video (replies come on top).

Newest first is best for monitoring.

Also return the replies to each comment kept.

Most replies kept per comment.

Filters

Only comments with at least this many likes.

Only comments containing one of these words, e.g. your brand or product.

Leave out comments containing any of these.

Only comments from the last N days (YouTube shows relative times, so dates are estimates).

Most comments returned per run.

Monitoring

Schedule the Actor (with Newest first) and each run returns only comments earlier runs did not deliver: alerts for your videos, brand or competitors.

AI insights (optional)

Add one summary row per video: overall sentiment, themes, questions, complaints, praise and follow-up video ideas from the comments read.

Who you are, e.g. "Skincare brand watching review videos of our serum". Adds a fit score.

Insights are written in this language, whatever the source language.

Output

What you get back

The fields every row has.

FieldWhat it holds
text, urlThe comment and a link straight to it
author, authorChannelId, authorIsVerified, authorIsCreatorWho wrote it (and whether it's the channel owner)
likes, replyCountEngagement
publishedTime, publishedAtEstimate, editedWhen (as YouTube shows it, and as a date)
pinned, heartedByCreatorHighlighted by the channel
isReply, parentIdReplies, linked to their comment
videoId, videoTitle, channel, videoCommentCountThe video

Download as JSON, CSV, Excel or XML from the run, or have it sent to Google Sheets, Slack or a webhook.

Guide

How YouTube Comments Scraper works

Inputs, options and tips, from the tool's own documentation.

Comments and replies from any YouTube video, Short, playlist, channel or search: text, author and channel, likes, reply count, pinned and creator-hearted flags, posting time and a direct link to each comment. Top comments or newest first, filters for likes and keywords, only-new alerts, and an optional AI summary per video of what viewers say.

Built for creators and channel managers, brands and agencies watching what people say about them, market and product researchers, data and AI teams building datasets, and AI agents.

Why this Actor

  • Any source. Videos, Shorts, playlists, channels (their latest videos) and searches in one run.
  • Replies included on request, linked to their comment.
  • Filters. Minimum likes, keywords (your brand or product), excluded words, posted in the last N days.
  • Only-new alerts. Schedule it with Newest first and Only new: each run returns just the comments posted since the last one. Send them to Slack, email, Google Sheets or a webhook.
  • AI summary (optional) per video, so you don't have to read thousands of comments.
  • Fast. About 45 comments a second on one video, several videos at once.
  • For AI agents. Callable as an MCP tool.

How to use it

Top 200 comments with replies:

json
{ "videos": ["https://www.youtube.com/watch?v=dQw4w9WgXcQ"], "maxCommentsPerVideo": 200, "includeReplies": true }

Watch a channel's latest videos for new comments that mention you:

json
{
  "videos": ["https://www.youtube.com/@yourchannel"],
  "maxVideosPerSource": 5,
  "sortBy": "newest",
  "keywords": ["refund", "broken", "support"],
  "onlyNew": true
}

What viewers think of the top review videos for a product:

json
{ "searchQueries": ["iphone 17 review"], "maxVideosPerSource": 5, "aiSummary": true }

Pricing

$1 per 1,000 comments (replies count as comments) plus a small start fee per run. AI summaries, when you turn them on, are $0.02 per video, plus the model's tokens: about $0.0005 per summary with the default model (billed to your Apify account by Apify's AI gateway), or your provider's price with your own key. On the Apify free plan a run returns up to 100 comments.

Good to know

  • Public comments only, as anyone sees them on YouTube; nothing behind a sign-in.
  • YouTube shows comment times as "3 days ago"; publishedAtEstimate turns that into a date, so treat it as approximate.
  • Videos with comments turned off are listed in the run's warnings.
  • Need another field? Contact tacps126@gmail.com.
Questions

Questions about YouTube Comments Scraper

How much does YouTube Comments Scraper cost?

$1 per 1,000, charged only for comments returned; a run that finds nothing costs nothing. It runs on Apify, whose free plan includes monthly credit, so you can try it without paying.

Do I need to write code?

No. Fill in the form on Apify and press Start, schedule it, or send the results to Google Sheets, Slack or a webhook. For code, the input builder on this page writes the API call in curl, Python or JavaScript.

What does YouTube Comments Scraper return?

Every row has the same fields, including text, url, author, authorChannelId, authorIsVerified, authorIsCreator, likes, replyCount, publishedTime, publishedAtEstimate, edited, pinned, heartedByCreator, isReply, parentId, videoId, videoTitle, channel, videoCommentCount. Download as JSON, CSV, Excel or XML.

Can it run on a schedule and return only new results?

Yes. Schedule it on Apify (hourly, daily, weekly) and turn on the only-new option: each run then returns only what appeared since the last run with the same input.

Use cases

What people use YouTube Comments Scraper for

  • Analyze audience feedback on videos
  • Find questions and objections in comments
  • Track comments on competitor channels

Also searched as

YouTube comments API YouTube comments export YouTube comment scraper Shorts comments comment sentiment analysis

Categories

Reviews, news, research and social Social media Videos Automation