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About Mentionary

Inspiration

Brands struggle to understand what people are saying about them on YouTube. Traditional tools miss mentions or require complex search operators. We wanted to make brand monitoring as simple as asking a question.

What it does

Mentionary lets users search YouTube brand mentions in natural language. Ask "What do people think about our product?" and get AI-powered sentiment analysis with video statistics and searchable transcripts in one dashboard.

How we built it

Frontend: bolt.new & supabase Backend: Node.js, OpenAI API for natural language processing and sentiment analysis Data: YouTube API for video content and transcripts, Youtube-Transcript.io

Challenges we ran into

YouTube API quotas limited our ability to process large volumes of video data during development and testing.

What's next for Mentionary

Real-time alerts for new brand mentions, competitor analysis features, expansion to other video platforms, and advanced analytics with custom reporting capabilities.