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

Send this to someone who would absolutely get one for Christmas ๐ŸŽ„๐ŸŽ๐Ÿคฉ #Christmas #christmaslights

Glowfall ยท 162K followers ยท YouTube ยท posted Oct 11, 2026 (23d ago)

๐Ÿ”ฅ mega 48ร—new this run
Open on YouTube โ†—

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

Why it's worth studying

  • 48ร— the creator's usual views: the format worked, not just the account (๐Ÿ”ฅ mega outlier).
  • 7.5M views in 23 days, about 328K a day.

The 5 tests

Attentionpass

48ร— the creator's usual

Retentionwarn

328K views/day (watch time is private to the creator)

Engagementfail

0.4% 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 w3ME8QHFUFU.

Numbers

7.5M
Views
27K
Likes
86
Comments
0.4%
Engagement
(likes + comments) รท views
328K
Per day
views รท age
โ€”
Rise / day
growth since the last run
48ร—
ร— usual
vs the creator's median post
โ€”
Percentile
of the creator's recent posts it beats
โ€”
ร— niche
vs the run's median views/day
โ€”
ร— pace
vs the creator's usual views/day (YouTube API)
162K
Followers
โ€”
Words / min
speaking pace

Found by: youtube #christmaslights ยท ID w3ME8QHFUFU