llm-kb
← Back to products
Productlaunched

YouTube comment analyzer for creators and brands

CrowdOpinio reads every comment on a YouTube channel and generates a report covering sentiment, content ideas, complaints, and sponsorship/revenue signals. It uses LLMs to process large volumes of comments and extract actionable insights for creators, brands vetting creators, investors, or collaborators.

Visit project ↗
1 engagement·1 source·Sat, Jul 11, 2026, 06:10 PM
The tool ingests comments from any YouTube channel across multiple videos and produces a single report. Capabilities include sentiment analysis, content idea extraction, complaint identification, and revenue/sponsorship signal detection. No tech stack is mentioned. Traction: 1 upvote on Reddit.

Related

ProductSun, Jul 12, 2026, 04:09 AM

AI virality score predictor for short videos

A tool that scores short videos for viral potential before posting, using a model that analyzes faces, motion, and sound. It helps creators optimize content but has blind spots: it cannot evaluate curiosity hooks, captions, or storytelling elements that drive sharing.

3 engagement·1 source·reddit
ProductSun, Jul 12, 2026, 09:58 AM

YouTube watch history analyzer for parents

A tool that analyzes a child's YouTube watch history and generates a 'brainrot risk report' for parents. It uses LLMs to identify patterns like repeat channels, addictive loops, late-night spikes, and content quality, helping parents understand what content shapes their child's feed without relying on screen time alone.

5 engagement·1 source·reddit
ProductSat, Jul 11, 2026, 02:33 AM

AI fact checker for YouTube videos as browser extension and API

PopUpFactCheck is a browser extension (Chrome and Firefox) and API that uses AI to fact-check YouTube videos in real time, including live streams, by analyzing captions. It helps viewers verify claims without leaving the video, with features like navigation via arrow keys and batch report generation.

2 engagement·1 source·reddit
ProductSun, Jul 12, 2026, 01:16 PM

Content Chef: browser extension to block AI-generated YouTube videos

Content Chef is a browser extension that lets users filter out AI-generated or otherwise unwanted content from their YouTube feed. It provides customizable filters that can be toggled on or off, giving users control over what they see. The extension addresses the problem of low-quality or unwanted AI content cluttering YouTube recommendations.

6 engagement·1 source·reddit
ProductSun, Jul 12, 2026, 06:00 AM

Reddit automation tool for subreddit research and posting

Reoogle is a tool that automates Reddit research and posting for SaaS marketers. It uses LLMs to analyze subreddit rules, karma requirements, mod activity, and tone to recommend the best communities for a post, reducing research time from hours to minutes.

3 engagement·1 source·reddit