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What goes into your AlgoLens Score

A plain-language look at what feeds into your AlgoLens Score — and what it isn't.

This page is AlgoLens's own analysis, not an official statement from YouTube. It's meant to help you read your own channel's numbers.
TL;DR — AlgoLens Score is AlgoLens's own diagnostic number, not something YouTube calculates or provides. It combines nine factors across three areas — channel operations, audience response, and growth momentum — into one figure, shown together with your change from last week and the one factor most worth fixing next. It only appears once a channel has at least 10 public videos, and it's identical for FREE and PRO — upgrading only unlocks the breakdown.

Definition

Your AlgoLens Score is AlgoLens's own diagnostic figure that summarizes several channel metrics into one number. It is AlgoLens's own analysis, not a value provided by YouTube, shown together with the change from last week and the top item to fix now.

It's made up of nine factors grouped into three categories — roughly equal in weight, not a single dominant number. If one factor can't be measured yet (for example, not enough data for that channel), AlgoLens automatically reweights across the remaining factors instead of treating the missing one as zero.

CategoryWhat it covers
Channel operationsUpload consistency, upload-timing fit, channel setup completeness
Audience responseRetention, engagement rate, card CTR
Growth momentumWeekly net subscriber change, traffic-source focus, subscribed-viewer watch share

A few things worth knowing

AlgoLens Score only appears once a channel has at least 10 public videos. Small or brand-new channels won't see one yet — that's expected, not an error, and it isn't a judgment on the channel.

The score itself — the exact formula and the exact real data — is identical for every user, whether on FREE or PRO. Upgrading to PRO only unlocks the per-factor breakdown and improvement guidance behind the number; it never changes the total.

What to do

1
Treat the weekly change and the single "top thing to fix" as the actionable part — not the raw number by itself.
2
If AlgoLens Score seems to be missing or not updating, check whether your channel has at least 10 public videos yet.
3
Don't compare your AlgoLens Score to another creator's — it only exists relative to your own channel's data and history.

Where AlgoLens helps

AlgoLens's Channel Status tab shows your AlgoLens Score alongside its change from last week and points to the single factor most worth working on next, so the number always comes with a next action rather than sitting there as a bare figure.

Related terms

FAQ

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