Viral Scout
Public demo with sample data: two example businesses, real public YouTube posts. Read-only. Source on GitHub
← home-services

Comment “LUMY” to get your window glow like magic this Christmas🤩🎄

LUMYRAZE | Christmas Curtain Light · 30.8K followers · YouTube · posted Oct 25, 2026 (9d ago)

🔥 mega 123×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

  • 123× the creator's usual views: the format worked, not just the account (🔥 mega outlier).
  • 4.7M views in 9 days, about 521.7K a day.

The 5 tests

Attentionpass

123× the creator's usual

Retentionwarn

521.7K views/day (watch time is private to the creator)

Engagementfail

0.6% 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 Mdb1NSJr_iU.

Numbers

4.7M
Views
28K
Likes
38
Comments
0.6%
Engagement
(likes + comments) ÷ views
521.7K
Per day
views ÷ age
—
Rise / day
growth since the last run
123×
× 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)
30.8K
Followers
—
Words / min
speaking pace

AI breakdown (from the ideas notes)

2026-11-02

product demo: product + keyword CTA · pain point (back-breaking): visual wow · satisfying, effortless result: ends on a comment action

Caption / description

#christmas2026 #christmaslights #christmasdecoration #christmasgiftideas #christmasiscoming

Found by: youtube #christmaslights · ID Mdb1NSJr_iU