⚠️Install with caution. This skill has very few installs. Always review the source and verify it on clawhub.ai before installing. Community-built skills run with agent permissions — only install ones you trust.

🎵 Media & Entertainment

scraping-youtube-commentsv1.0.0

Name: scraping-youtube-comments
Author: apidojo-io

scraping-youtube-comments

apidojo-io

Scrapes comments from any YouTube video using apidojo's YouTube scraper on Apify. Triggers when the user asks to: get all comments on a YouTube video, export YouTube comment data, scrape what viewers say about a YouTube video, fetch comment text and likes from a YouTube URL, collect comment threads from a YouTube video, or download audience feedback from a YouTube video. Returns commenter username, comment text, like count, reply count, and timestamp per comment. Ideal for sentiment researchers, product teams, and content analysts.

videos

Download Package View on ClawHub

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install apidojo-io/scraping-youtube-comments

Skill Package2 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B51/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation4/35

· 242 downloads (low demand)
· No tracked installs (may still have real users via manual install)

Documentation20/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains usage examples or trigger description
· Detailed summary

Package Completeness6/15

· skillAssets present (1 files)

Security Analysis

💙 Low Risk

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

https://www.youtube.com/watch?v=<VIDEO_ID

Audited Sep 9, 2026 · audit v1.0

💡

Usage Guide

Generated Sep 9, 2026

Data analysts and business intelligence professionalsProduct managers and marketing teamsMarket researchers and social scientistsYouTube content creators and community managersPR and brand managersbeginner

💡 Application Scenarios

Sentiment Analysis for Product FeedbackTechnology / Consumer Electronics

A product team scrapes comments from YouTube reviews of their product to gauge public sentiment and identify common praises or complaints. The extracted data helps prioritize feature improvements and marketing messages.

Influencer Marketing Campaign MeasurementMarketing / Advertising

A marketing agency collects comments from influencer videos to measure audience engagement and sentiment towards a brand or campaign. This data provides insights into campaign effectiveness and audience reception.

Market Research for Entertainment ContentEntertainment / Media

An entertainment studio analyzes viewer comments on movie trailers or show episodes to predict audience reactions and optimize content promotion strategies. This helps in tailoring trailers and marketing campaigns.

Academic Research on Public OpinionAcademic / Research

A researcher studies socio-political discourse by scraping comments from relevant YouTube videos (e.g., news channels, political debates) to analyze public opinion trends and language patterns for academic publications.

Content Strategy for YouTubersIndividual Creator / Media

A content creator scrapes comments from competitors' or their own videos to understand viewer preferences and engagement drivers. This guides content creation and community management strategies.

💼 Business Models

Audience Insight Subscription ServiceRecurring subscription fees from clients (e.g., monthly or annual plans).

Offer a subscription-based platform that uses the scraper to compile comment analytics for brands and creators, providing dashboards with sentiment trends, top comments, and audience demographics.

Market Research ConsultancyProject-based fees or consulting retainers.

Provide tailor-made market research reports leveraging scraped YouTube comments to answer specific client questions about consumer opinions, product reception, or competitor analysis.

Influencer Marketing PlatformCommission on successful influencer campaigns, SaaS licensing, or lead generation fees.

Build a platform that integrates with the scraper to assess influencer audience engagement and sentiment, helping brands choose suitable influencers for partnerships.

💬 Integration Tip

To integrate, ensure APIFY_TOKEN is set and optionally run the provided script `node scripts/run_actor.js` with desired parameters, or use the REST API for a custom integration. Monitor for trend and edge cases like disabled comments.