Youtube Comments Scraper + Replies + AI Sentiment Analysis

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Youtube Comments Scraper + Replies + AI Sentiment Analysis

Try for free

Extract all comments and replies from YouTube videos automatically. No API key required. Optional AI-powered sentiment analysis, emotion detection, toxicity scoring, and language detection. Perfect for market research, sentiment analysis, and engagement tracking.

Pricing

Pay per event

Rating

5.0

(2)

Developer

ParseForge

Maintained by Community

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

Youtube Comments Scraper + Replies + AI Sentiment Analysis API through CLI

The Apify CLI is the official tool that allows you to use Youtube Comments Scraper + Replies + AI Sentiment Analysis locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using NPM:

$npm install -g apify-cli

Other API clients include:

Youtube Comments Scraper + Replies + AI Sentiment Analysis API in Python

Youtube Comments Scraper + Replies + AI Sentiment Analysis API in JavaScript

Youtube Comments Scraper + Replies + AI Sentiment Analysis OpenAPI definition

Youtube Comments Scraper + Replies + AI Sentiment Analysis API

YouTube Comments Scraper

akash9078/youtube-comments-scraper

Extract comprehensive YouTube comments data including text, authors, timestamps, likes, replies, and engagement metrics. Perfect for sentiment analysis, competitor research, and content strategy optimization.

Akash Kumar Naik

YouTube Video Comments scraper

powerai/youtube-video-comment-scraper

Extract comprehensive comments from any YouTube video with detailed metadata including author information, engagement metrics, and timestamps. Perfect for sentiment analysis, community engagement tracking, and content feedback analysis.

PowerAI

5.0

💬 YouTube Comments Scraper

dz_omar/youtube-comments-scraper

💬 Extract YouTube comments with author info, likes, timestamps, and nested replies. Perfect for sentiment analysis, market research, and content strategy. ⚡ Fast, reliable, and built for scale.

FlowExtract API

5.0

YouTube Comments Scraper

scrapier/youtube-comments-scraper

Scrape YouTube video comments easily with the YouTube Comments Scraper. Extract usernames, comment text, timestamps, likes, and replies. Ideal for sentiment analysis, trend tracking, and audience research. Fast, reliable, and customizable for any video or channel URL.

Scrapier

5.0

Youtube Comments Scraper

api-empire/youtube-comments-scraper

Scrape YouTube comments effortlessly with this Apify YouTube Comments Scraper. Extract video comments, usernames, timestamps, likes, and replies from any public video or channel. Ideal for sentiment analysis, audience research, and content strategy. Fast, accurate, and easy to integrate.

API Empire

Youtube Comments Scraper

scraper_one/youtube-comments-scraper

Extract comments from YouTube videos based on provided video URLs. Retrieve comment text, author info, timestamp, likes, and more. Perfect for audience sentiment analysis, content feedback tracking, and YouTube engagement monitoring.

Scraper One

Youtube Comments Scraper

simpleapi/youtube-comments-scraper

YouTube Comments Scraper extracts comments from any YouTube video, capturing usernames, text, timestamps, likes, replies, and comment IDs. Ideal for sentiment analysis, audience research, trend monitoring, and automating structured YouTube comment data collection at scale

SimpleAPI

Youtube Comments Scraper

scraper-engine/youtube-comments-scraper

YouTube Comments Scraper extracts comments from any public YouTube video or channel. Gather usernames, timestamps, likes, replies, and full comment text. Ideal for sentiment analysis, audience research, or content insights. Export clean structured data in JSON, CSV, or Excel.

Scraper Engine

5.0

Best Youtube Comments Scraper

scrape-creators/best-youtube-comments-scraper

Scrape YouTube comments fast and at scale. Extract comment text, likes, author info, timestamps, and replies from any video. Export to JSON, CSV. Perfect for sentiment analysis, research, or content strategy. Just $1 per 1,000 comments.

Scrape Creators

Youtube Comments Extractor

agenscrape/youtube-comments-extractor

Extract YouTube video comments with ease. Get comment text, author info, likes, reply counts, and timestamps. Supports video URLs and IDs. Extract unlimited comments. Perfect for sentiment analysis, market research, and content monitoring.