AI Video Analyzer

Daniel Afaqi

In a digital world where attention is the new currency, creators need more than just creativity—they need insights. That’s where the AI Video Analyzer comes in: a powerful tool I developed to give content creators and marketers a competitive edge through the power of AI.
This smart platform goes beyond surface-level stats and dives deep into video content and viewer behavior to uncover what truly resonates. Whether you're a YouTuber, social media strategist, or a brand producing video content, this tool delivers meaningful, actionable insights to elevate your strategy and grow your audience.

đź§  What It Does

The AI Video Analyzer uses machine learning and natural language processing to:
Decode your content – It identifies recurring themes, pacing patterns, emotional tone, and video structure to gauge how effectively your message is delivered.
Gauge your audience’s vibe – Through sentiment analysis of comments, likes/dislikes, and viewing habits, it tells you how viewers actually feel about your content.
Fuel your next big idea – With AI-generated suggestions based on performance data, it helps you craft more relevant, engaging, and high-impact videos.
Visualize your growth path – From engagement metrics to emotional trends, you get a crystal-clear view of what’s working—and what’s not.

⚙️ Key Features

✔️ Video Content Breakdown – Deep analysis of topics, pacing, tone, and visual rhythm. ✔️ Audience Sentiment Insights – Real-time emotional and feedback analysis powered by NLP. ✔️ AI-Powered Recommendations – Smart suggestions for titles, themes, and pacing improvements. ✔️ Engagement Optimization Dashboard – Understand viewer retention, peak engagement moments, and drop-off point.

đź”§ Tech Stack & Implementation

Frontend: Built with React.js and Next.js for a fast, smooth, and responsive user experience. Explore how I can build a
AI: use of third-party AI service providers such as OpenAI, Claude and Deepseek
Data Visualization: Leveraged Recharts and D3.js for beautiful, interactive visual feedback.
Backend: Node.js with Express for the API layer and Firebase/Supabase for real-time storage and analytics. Explore how I can build a scalable backend for you!
Video Analysis Engine: Custom solution built with LangChain and Next.js backend with typescript extensive logic to parse, clean and process the comments.

đźš§ Challenges

Parsing the Noise – YouTube comments are messy. Extracting meaningful sentiment from sarcasm, emojis, and internet slang required building a robust natural language processing pipeline.
Real-Time Analysis at Scale – Supporting simultaneous analysis of high-traffic videos without performance lags demanded efficient data streaming, load balancing, and optimized API design.
Accuracy vs. Insight Overload – Striking the right balance between delivering deep insights and avoiding dashboard fatigue—users need clarity, not complexity.
AI Interpretability – Making AI outputs (like title suggestions or emotional trends) understandable and actionable for non-technical creators.
Visual Complexity – Designing interactive, insight-rich visuals using D3.js and Recharts without overwhelming the user or tanking performance.

🚀 Outcomes

80% Reduction in Content Guesswork – Users reported making faster and more confident content decisions based on clear, data-backed feedback loops.
+45% Viewer Engagement – Creators using AI-powered recommendations saw higher click-through and retention rates within just a few weeks.
Smart Suggestions = Viral Wins – Several users crafted viral videos using the platform's AI-generated theme and pacing tips.
Frictionless UX – A lightning-fast, responsive dashboard experience thanks to Next.js and thoughtful UI/UX design.
Scalable Architecture – Built to handle thousands of concurrent analyses with Firebase and Supabase providing robust real-time data handling.🔍 Why It Matters
The video space is noisy. With millions of uploads per day, it's not enough to just post—you have to adapt. The AI Video Analyzer gives creators the intelligence they need to continuously evolve, refine, and outperform their past selves.

🙌 Let’s Make Your Ideas Unstoppable

I built this platform to help creators unlock their full potential—and I can do the same for your product.
Whether you're building an AI tool, a video-based analytics dashboard, or anything that fuses data with creativity, I bring a full-stack skillset and product-first mindset to deliver results that matter.
👉 Hire me on Contra and let’s turn your big idea into your next big success.
Wanna connect? Linkedin | Github | Email Parter @theneurallab The AI Studio Building Tomorrow, Today
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Posted Mar 20, 2025

Built a powerful tool to analyze video and provide content suggestion insights and sentiment analysis of the audience

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Timeline

Feb 19, 2025 - Mar 19, 2025

Clients

Neural Lab

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