From messy video + comment data to crisp topics, sentiment, and gaps.
25 credits free • No credit card required • Credits valid 6 months
Three steps from YouTube URL to actionable insights
Enter any YouTube URL or channel link. Taffy handles the data extraction automatically.
Choose transcripts for content analysis, comments for audience insights, or both for complete coverage.
Receive topics, sentiment patterns, audience questions, and content gaps in a clear research brief.
Extract signal from video content with precision tools for transcripts, comments, and audience analysis
Get accurate transcripts with timestamps from any public video, with or without existing captions.
Extract up to 300 comments with metadata from any video's comment section.
AI-powered summaries with key topics, chapter breaks, and content structure analysis from video transcripts.
Deep sentiment analysis, themes, questions, and patterns from comment threads with AI-powered insights.
Content gap analysis and new topic discovery from transcripts and comments—high-value insights for YouTube creators.
Connect with your tools via REST API, MCP protocol, or export data as CSV and JSON.
What you'll achieve with structured video intelligence
Identify content opportunities and trending themes from audience comments and competitor gaps.
Test concepts against real viewer sentiment and questions before investing in content creation.
Compare content strategies, topic coverage, and audience engagement across your niche.
Automatically process hundreds of comments and long transcripts instead of reviewing them manually.
Everything you need to know about Taffy's capabilities
Taffy works with any public YouTube video or channel. We extract transcripts from videos with or without existing captions and analyze comment threads where comments are enabled. Private and unlisted videos are not supported.
Our transcription accuracy exceeds 99.8% for clear audio. Topic clustering and sentiment analysis use context-aware AI to identify themes, questions, and emotional patterns with high precision across both transcripts and comment sections.
Yes. Taffy provides REST API access and MCP protocol integration for ChatGPT Desktop, Claude Code, Cursor, and Windsurf. You can also export all data as CSV or JSON for use in spreadsheets, databases, and analysis tools.
Video Comments (3 credits) extracts up to 300 comments with basic metadata. Comment Analysis (5 credits) adds deep sentiment analysis, theme extraction, question identification, and objection patterns—ideal for content strategy and audience research.
Gap analysis identifies content opportunities by comparing audience demand (from comments and questions) against existing coverage in your niche. It highlights topics that viewers want but aren't adequately covered by current content.
Taffy currently supports English content for transcription and analysis. We're working on expanding language support. Contact us if you need analysis for specific languages in your research workflow.
Join content creators and researchers using Taffy to transform video data into actionable insights.