NicheSeeker
AI-Powered YouTube Data Analytics Tool
AI-інструмент для аналізу YouTube-ніш — пошук вірусних каналів і оптимальних довжин відео в нішах з низькою конкуренцією та високим попитом.
tubenichefinder.aiProject overview
The problem we solved
Finding a YouTube niche usually means hours of manual scrolling. This tool automates niche analysis: identify viral channels, study what video lengths work, and highlight niches where demand outpaces competition.
The challenge
What teams were stuck with
Manual niche research does not scale — competition, demand, and format signals are scattered across search, channel pages, and gut feel.
- Hard to compare niches for competition vs. demand systematically
- Viral channels are easy to miss without structured discovery
- Video length patterns that drive performance were not quantified
- Needed a full product UI, not a one-off spreadsheet script
Our solution
What we built
A React + Firebase application that ingests YouTube data, analyzes niches for viral channels and duration patterns, and surfaces low-competition / high-demand opportunities.
- Niche analysis focused on competition vs. demand
- Viral channel identification within selected niches
- Video length analysis to guide content format decisions
- Solo-built end to end — product UI in React, backend on Firebase
Technology
Built with enterprise-grade technology
Goals and objectives
What the platform needed to deliver
01
Map niches by opportunity
Surface niches where demand is high and competition is still manageable.
02
Find viral channels fast
Highlight channels that break through so patterns are visible, not anecdotal.
03
Learn from video length
Analyze duration distributions that correlate with performance in each niche.
04
Ship a usable product
Deliver a React + Firebase app from scratch — not a notebook demo.
Demo
See it in action
Product walkthrough of the platform.
Platform architecture
How it all works together
1
React frontend
Interactive UI for exploring niches, channels, and duration analytics.
2
Firebase backend
Auth, data storage, and app services for a production-ready web tool.
3
YouTube niche intelligence
Analysis layer focused on viral discovery and competition/demand signals.
4
Solo end-to-end build
Designed, built, and shipped from scratch as a single-developer product.
Results
Value and impact delivered
What changed once the platform was live.
Niche research becomes data-backed
Users can evaluate niches with viral and format signals instead of guessing.
Faster opportunity discovery
Low-competition / high-demand niches surface without weeks of manual browsing.
Format guidance from real lengths
Video duration analysis informs what content formats to test first.