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

๐Ÿ˜จ Grandma Takes the Wrong Bus! Can She Find Her Way? #learnenglish

Learn English Slowly ยท 18.5K followers ยท YouTube ยท posted Oct 20, 2026 (14d ago) ยท 58 s

๐Ÿ”ฅ mega 15ร—
Open on YouTube โ†—

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

Why it's worth studying

  • 15ร— the creator's usual views: the format worked, not just the account (๐Ÿ”ฅ mega outlier).
  • 271.7K views in 14 days, about 20.2K a day.

The 5 tests

Attentionpass

15ร— the creator's usual

Retentionwarn

20.2K views/day (watch time is private to the creator)

Engagementfail

1.1% 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 zl8X6LgS18o.

Numbers

271.7K
Views
3K
Likes
26
Comments
1.1%
Engagement
(likes + comments) รท views
20.2K
Per day
views รท age
โ€”
Rise / day
growth since the last run
15ร—
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)
18.5K
Followers
โ€”
Words / min
speaking pace

Growth across runs

271,585271,644271,702Nov 3, 12 AM: 271,595Nov 3, 1 AM: 271,620Nov 3, 1 AM: 271,630Nov 3, 1 AM: 271,642Nov 3, 1 AM: 271,650Nov 3, 2 AM: 271,692Nov 3, 12 AMNov 3, 2 AM

Script structure

Hook (first 4 seconds)

โ€œ๐ŸšŒ **Grandma Gets on the WRONG Bus! ๐Ÿ˜ฑ | Learn English Through a Story**โ€

From the video's own captions.

Caption / description

๐ŸšŒ **Grandma Gets on the WRONG Bus! ๐Ÿ˜ฑ | Learn English Through a Story** Have you ever gotten on the wrong bus? ๐Ÿ˜ฎ In this fun and easy English story, Grandma accidentally gets on the wrong bus while trying to reach the city center. She feels confused, but a kind bus driver and a helpful young woman guide her to the right bus. โค๏ธ Will Grandma find the correct bus and reach her destination? Watch until the end to find out! ๐ŸŽ‰ ๐Ÿ“š **What You Will Learn:** โœ… Everyday American English conversations โœ… U

Found by: re-check ยท ID zl8X6LgS18o