Drop a YouTube link. VibeLyze does the digging — turning thousands of comments into 30 powerful insights on what your audience feels, what your brand needs to know, and what you should do next.
From YouTube URL to actionable intelligence report in 4 frictionless steps.
Paste any YouTube uploaded video or live stream broadcast URL — zero API keys or complex setups required.
Fetches the maximum number of messages across the complete video timeline to guarantee full coverage.
Our neural model router synthesizes sentiment, commercial safety, and creator scores into 30 structured outputs.
Review the interactive dashboard on this page, download a sponsor-ready PDF (< 100 KB), or share the report.
Channel · Maximum Comments Analyzed · VibeLyze Neural Engine
Synthesizing audience conversation...
None detected.
Analyzing viewer mindsets and behavioral triggers...
Pin high-frequency questions to clarify details for early commenters.
Repurpose the peak emotional moment into YouTube Shorts & TikToks.
Prompt viewers on the dominant discussion topic in your next video.
30 focused intelligence signals. Everything a creator, talent agency, or brand sponsor needs to understand audience dynamics without limits.
Multi-model AI reads comments and categorizes positive, neutral, and critical reception with nuanced emotion labels.
6 AI Models · Multi-RouterInstantly gauge friction and debate heat with a 0-100 controversy rating backed by specific verbatim citations.
Risk IntelligenceDetect brand affinity, commercial viability, and optimal advertiser categories based on actual audience signals.
Monetization AITwo-word audience segment identification combined with deep behavioral intent and linguistic demographic profiles.
Demographic MappingPinpoint the exact timeline spike when chat activity or comment density exploded to replicate winning beats.
Velocity AnalyticsDownload clean, vector-optimized PDF reports (< 100 KB) with brand logo and executive summaries ready for sponsors.
Executive ReportingComprehensive 0-100 safety score verifying zero hate speech or targeted harassment before pitching advertisers.
Brand SafetyObjective delivery rating paired with 3 practical, high-impact tactical tips tailored to your video's response.
Creator CoachingSurface high-frequency discussion topics, viewer questions, and viral repeated memes driving your community.
Conversation MiningVibeLyze doesn't just grab a few comments. Our engine fetches maximum possible comments, analyzing full message threads across the timeline.
Analyzes up to 500 top-liked and relevant comments that received the highest audience engagement.
Deep scan fetching all available comments across the full video timeline. Uncensored, unbiased, and comprehensive.
Fetches up to 5,000 messages combined with top SuperChats and multi-hour live stream replays.
YouTube comments and live chats move at blinding speeds. Hundreds of messages fly by every minute; critical feedback and sponsorship risks are lost in the noise.
VibeLyze serves as your autonomous audience intelligence analyst — transforming chaotic text streams into clean, actionable data so you can negotiate sponsor deals and refine content with confidence.
Whether you are a solo streamer, talent manager, or brand marketer, VibeLyze gives you the objective edge.
Understand what your fans love and what caused drops in retention across videos and live streams.
Prove engagement ROI to clients with verifiable sentiment breakdowns and executive PDF reports.
Study community discourse at scale with stratified message sampling and raw message exports.
Vet creator safety and audience demographics before signing high-ticket sponsorship deals.
Here is how creators and agencies use VibeLyze to grow their channels and land deals.
"I ran VibeLyze immediately after my biggest stream and couldn't believe the clarity. I could see the exact minute the room hyped up and what questions were repeated."
"As a talent manager, I used to spend hours reading comment threads. VibeLyze gives me a polished executive PDF in seconds that I can send right to brand sponsors."
"The commercial fit detector was decisive. It showed our tech sponsor that 84% of viewers were discussing hardware specs. Landed our biggest brand deal yet."
Get instant value on the free tier. Unlock deep sampling and PDF exports whenever you are ready.
Essential sentiment and safety scan for emerging creators.
For serious YouTubers and managers demanding full coverage.
For talent agencies and brands conducting multi-channel audits.
Everything you need to know about how VibeLyze analyzes YouTube conversations.
Have feedback, need enterprise volume, or want a custom AI model integration for your talent roster? Let's connect directly.