YouTube Video Comments API
Extract and analyze comments from any YouTube video including text, likes, and reply counts. Built for sentiment analysis, audience research, and content intelligence workflows.
Comments data built for audience intelligence
Access YouTube comment threads in a structured format for analysis, research, and agent workflows — without scraping fragile page HTML.
Comment text and metadata
Retrieve comment text, author info, like counts, and publish dates in a structured response.
Reply threads
Access top-level comments with reply counts for a complete picture of audience engagement.
Sortable results
Retrieve comments sorted by relevance or recency depending on what your analysis needs.
Where teams use YouTube comment data
YouTube comments are a rich signal for audience sentiment, product feedback, and content research workflows.
Sentiment analysis
Analyze audience reactions and sentiment toward content, products, or topics discussed in videos.
Product feedback mining
Extract what real users say about products in review and comparison videos for product research.
Audience research
Understand what questions, pain points, and interests surface in comments for any content niche.
Trend identification
Surface emerging topics and conversations in comment threads before they appear in mainstream content.
Competitive research
See how audiences respond to competitor content and where they express dissatisfaction or enthusiasm.
Ops automation
Pull comment data into Make.com, n8n, MCP tools, or API workflows for scheduled monitoring and analysis.
Ready to analyze YouTube comments?
Use one API key for YouTube comment data, then expand into video data, channel data, transcripts, and more without adding more vendor accounts.