YTExperimental LabCrouch Development Labs →
Experimental software. Uses public YouTube metadata and AI-assisted interpretation. It does not have access to private Studio analytics, retention, CTR, or watch time.

Crouch Development Labs / Creator Analytics

Why did that video move while yours stalled?

Put two public YouTube videos side by side. The analyzer retrieves the visible performance signals, normalizes the age gap, and shows you where the packaging and response differ.

No sign-in. No channel connection. Public videos only.

Example comparison

Performance gap

Public signals
Title strength64 / 88
Positioning58 / 84
Engagement72 / 79
Velocity31 / 93
The useful question is not “is this a good video?” It is “what measurable gap exists between these two videos, and what should I test next?”

What it actually measures

Useful analysis starts with being precise about the data.

Title

Compare clarity, specificity, curiosity, and audience promise.

Positioning

Look at topic framing, audience fit, description, and public context.

Engagement

Normalize visible likes and comments against total public views.

Velocity

Compare views per day so old videos do not automatically look stronger.

It can tell you

How two public videos differ in visible response, normalized velocity, title strategy, topic framing, and positioning context.

It cannot tell you

Your CTR, retention curve, watch time, subscriber conversion, thumbnail test result, or what happened in the first 30 seconds. Those require Studio or video-level inputs this experiment does not collect.