Dynamic Map of YouTube Channels
Details
- External ID
- 47721186
- Source
- HN
- Company
- —
- Product
- Dynamic Map of YouTube Channels
- Website domain
- ytmap.xyz
- Launched
- April 10, 2026
- Cohort
- —
- Upvotes
- 6
- Upvotes percentile
- 0.2808483290488432
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Enrichment
- Theme
- alternative social platforms and feed readers
- Vertical
- Media & entertainment
- Function
- Analytics & BI
- Audience
- B2C
- AI stance
- Not AI
- Project type
- Hobby / open-source project
- Normalized one-liner
- visualization of youtube channel networks
- Manually corrected
- False
Could you build this?
Partial Creating a dynamic interactive map/graph visualization is straightforward, but crawling, clustering, and embedding thousands of YouTube channels and their relationships requires a significant data pipeline.
What it would actually take: The system requires a distributed crawler ingesting YouTube Data API responses, generating channel embeddings using NLP/GNN models on metadata/transcripts, and applying dimensionality reduction (UMAP/t-SNE) or graph clustering algorithms. The frontend visualizes this via WebGL/Canvas (e.g., PixiJS, Sigma.js). The hard parts are rate-limit management, large-scale graph clustering, and continuous data pipeline maintenance.
Discussion
7 comments analyzed.
Competitors mentioned: YouTube algorithm
Concerns raised: Limited YouTube API data affects AI accuracy in recognizing subniches, Manual user input creates omission bias, missing channels not submitted, Right side popup/panel hard to read, causes eye strain with poor contrast, Unclear connection logic between channels, Connections extend far away making related channels hard to locate
Feature requests: Side panel listing connections for easier discovery, Google account login to auto-import subscription list, Better text contrast and readability in popup information, Explain connection reasoning (shared topics vs shared viewers), Move popup closer to channel bubble to reduce eye movement
Competitors
Other products that read as similar to this one — 215 launches clear the similarity bar, closest 8 shown.
Attention rank: #161 of 216 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 160 days after the earliest competitor.
- Rundown · hn · 2026-06-20 · 6 upvotes · similarity 0.57
- I Built a Tool to Turn YouTube into Structured Courses · hn · 2025-12-29 · 10 upvotes · similarity 0.53
- A search engine for deleted YouTube videos (1.5B+ indexed since 2005) · hn · 2026-05-09 · 14 upvotes · similarity 0.52
- KidScreen, a finite YouTube shelf chosen by parents · hn · 2026-08-12 · 43 upvotes · similarity 0.52
- yt-marketing-bot · github · 2026-09-17 · 10 upvotes · similarity 0.52
- RealTube · hn · 2026-06-24 · 6 upvotes · similarity 0.52
- TubeSensei · ph · 2026-09-09 · 3 upvotes · similarity 0.51
- Transcribee: YouTube transcriber that builds a knowledge base · hn · 2026-01-29 · 22 upvotes · similarity 0.50
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a analytics & bi tool for Legal yet.