Subscribe for more satisfying robot cleaning! 🤖✨ #shorts

Maryna Aksenov · 6.7M followers · YouTube · posted Oct 13, 2026 (21d ago)

🔥 mega 83×new this run

Open on YouTube ↗

Played through the platform's official embed. Study the format; never reuse the footage.

Why it's worth studying

83× the creator's usual views: the format worked, not just the account (🔥 mega outlier).
2M views in 21 days, about 94.7K a day.

The 5 tests

Attentionpass

83× the creator's usual

Retentionwarn

94.7K views/day (watch time is private to the creator)

Engagementfail

1.5% liked or commented

Actionwarn

no spoken call to action detected (clicks and follows are private)

Business impactn/a

CPA, ROAS and profit are private. Measure on your own posts and ads (Your performance).

For someone else's video these use public signals; watch time, clicks and sales stay private to the creator.

Creative scorecard (100 points)

Not scored yet. The AI step scores the strongest posts on 20 criteria (100 points). In Claude Code run /viral-scout home-services score C9o9pGZbTIw.

Numbers

Views

28.7K

Likes

414

Comments

1.5%

Engagement

(likes + comments) ÷ views

94.7K

Per day

views ÷ age

—

Rise / day

growth since the last run

83×

× usual

vs the creator's median post

—

Percentile

of the creator's recent posts it beats

—

× niche

vs the run's median views/day

—

× pace

vs the creator's usual views/day (YouTube API)

6.7M

Followers

—

Words / min

speaking pace

Script structure

Hook (first 4 seconds)

“This robot vacuum makes a huge mess disappear like magic.”

From the video's own captions.

Caption / description

This robot vacuum makes a huge mess disappear like magic. subscribe for more #fyp #viral #robotvacuum #satisfyingcleaning

Found by: youtube #satisfyingcleaning · ID C9o9pGZbTIw