AudienceCue

About AudienceCue

AudienceCue is a tool that extracts public comments from YouTube videos, channels, and playlists and turns them into a cited AI report. Each insight in the report links back to the original comment, letting you verify the source. It launched this week and is built by Yana Li.

Review

AudienceCue addresses a specific problem for content creators and marketers: YouTube comments hold useful signals - questions, objections, praise, and content ideas - but reading through hundreds of them manually is time-consuming. The tool downloads the comments and generates a structured summary. The standout design choice is the direct link from every reported insight to the public comment that produced it, so you can check the evidence yourself.

Key Features

• Download public comments from any YouTube video, channel, or playlist
• Generate cited AI reports that surface audience signals, sentiment, objections, praise, and content ideas
• Every insight links back to a real public comment for verification
• Export raw comments and generated reports
• Free starter access with no immediate payment required

Pricing and Value

AudienceCue is free to start. Paid Starter and Pro monthly plans exist, but exact pricing isn't detailed on the launch page. New users can get 50% off the first month on those plans with the code PRODUCTHUNT. The tool doesn't lock report generation behind the paywall immediately, so you can test the core workflow without entering payment details.

Pros

• Insights are traceable to original comments, reducing blind trust in AI summaries
• Supports bulk comment extraction from entire channels and playlists, not just individual videos
• Exported reports and comments let you archive or reuse data outside the platform
• Read-only by design - it doesn't touch your YouTube channel or interact with comments
• Built with a modern stack (Next.js, Supabase, Vercel) that keeps the app responsive

Cons

• Limited to YouTube comments only; no support for other platforms
• Cannot reply, moderate, or perform any write actions on comments
• The tool is not well suited for creators who need to manage comment engagement directly from the same interface

AudienceCue fits neatly into the workflow of content strategists, video researchers, and YouTube creators who want to mine audience feedback without scrolling through endless threads. The verifiable citations make the reports more accountable than a typical AI summary. Teams that need real-time comment monitoring or multi-platform analysis will find it lacking, but for on-demand, evidence-backed audience research from YouTube, it does the job it describes.