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

Some accents are like ๐Ÿ“š ๐Ÿ˜…#englishteacher #englishvocabulary

DumbFun99 ยท 7.8K followers ยท YouTube ยท posted Oct 7, 2026 (27d ago) ยท 22 s

๐Ÿ”ฅ mega 31ร—
Open on YouTube โ†—

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

Why it's worth studying

  • 31ร— the creator's usual views: the format worked, not just the account (๐Ÿ”ฅ mega outlier).
  • 236.9K views in 27 days, about 8.9K a day.

The 5 tests

Attentionpass

31ร— the creator's usual

Retentionwarn

8.9K views/day (watch time is private to the creator)

Engagementfail

0.5% 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 language-school score SLTfqII5RL8.

Numbers

236.9K
Views
1.1K
Likes
19
Comments
0.5%
Engagement
(likes + comments) รท views
8.9K
Per day
views รท age
โ€”
Rise / day
growth since the last run
31ร—
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)
7.8K
Followers
โ€”
Words / min
speaking pace

Growth across runs

225,036236,880248,724Nov 3, 12 AM: 236,880Nov 3, 12 AM: 236,880Nov 3, 1 AM: 236,880Nov 3, 1 AM: 236,880Nov 3, 1 AM: 236,880Nov 3, 1 AM: 236,880Nov 3, 2 AM: 236,880Nov 3, 12 AMNov 3, 2 AM

Found by: re-check ยท ID SLTfqII5RL8