YouTube · Pro · Creator pack $20 or Pro $29.99/mo

🧩 YouTube Video Clustering Analyzer

Discover which content cluster YouTube placed you in and how to shift to better-performing clusters.

What you get

Your current content cluster identification, cluster performance benchmark, competing channels in your cluster, recommended cluster migration strategy if you're in a low-performing cluster, and topic shifts to make.

Input: Enter your channel topics to analyse content clusters

Run Video Clustering Analyzer →

How it works

  1. Paste the link — Enter your channel topics to analyse content clusters
  2. Run the analysis — Click Analyse. The report streams in live, usually within 10 seconds.
  3. Work the action list — Read the headline scores, then fix the top item in the prioritised action list. Re-run to compare.

Guide: how to use Video Clustering Analyzer

YouTube does not think about your channel by niche name; it groups videos and channels into clusters based on who watches what alongside what. Your cluster decides which audiences you are tested with and which competitors you are compared against — and some clusters perform far better than others. The Video Clustering Analyzer identifies the cluster YouTube has placed you in, benchmarks its performance, lists the channels you share it with, and — if the cluster is weak — plans a migration.

Read the full guide (5 min) →

Frequently asked questions

Is Video Clustering Analyzer free to use?

Video Clustering Analyzer is a Pro-tier tool. Unlock it with the one-time Creator pack ($20 / 120 runs) or the Pro plan ($29.99/mo, 15 runs a day).

What do I need to enter?

Enter your channel topics to analyse content clusters. VidCola fetches the public statistics via the YouTube Data API and runs the AI analysis on top — no channel login needed.

What does the report include?

Your current content cluster identification, cluster performance benchmark, competing channels in your cluster, recommended cluster migration strategy if you're in a low-performing cluster, and topic shifts to make.

How is this different from YouTube Studio?

YouTube Studio shows what happened. Video Clustering Analyzer explains why and ends with a prioritised action list so you know exactly what to change first.

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