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AI Tool

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Type

AI Tool

Industry

AI / SaaS

Year

2026

Tech

OpenAI + Next.js

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YouTube Comment Analyzer

Free AI tool that analyzes YouTube comments to generate data-driven video ideas.

The problem

Content creators spend hours manually reading through hundreds of comments trying to understand what their audience wants to see next. This process is time-consuming, subjective and often misses patterns that only become visible when analysing comments at scale.

Our solution

We built an AI-powered tool that fetches up to 100 comments from any YouTube video URL, sends them to Claude AI for deep pattern analysis and returns actionable video ideas based on what viewers are genuinely asking for. The tool identifies sentiment, top themes and provides ranked video ideas with explanations grounded in actual comment evidence.

Free tool available to all content creators

Up to 100 comments analysed per request

5 ranked video ideas with comment-based evidence

Sentiment analysis and theme detection included

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YouTube Comment Analyzer โ€” MBI Enterprises | MBI Enterprises