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

EVERY roof should have this... #diy #handyman #construction #shorts

BiteSizeStoriesTV · 123K followers · YouTube · posted Oct 18, 2026 (15d ago)

🔥 mega 12×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

  • 12× the creator's usual views: the format worked, not just the account (🔥 mega outlier).
  • 1.6M views in 15 days, about 102.8K a day.

The 5 tests

Attentionpass

12× the creator's usual

Retentionwarn

102.8K 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 home-services score pb9Xy2IJVb0.

Numbers

1.6M
Views
8.4K
Likes
131
Comments
0.5%
Engagement
(likes + comments) ÷ views
102.8K
Per day
views ÷ age
—
Rise / day
growth since the last run
12×
× 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)
123K
Followers
—
Words / min
speaking pace

Script structure

Hook (first 4 seconds)

“IG: prostroyka_ 👌”

From the video's own captions.

Caption / description

IG: prostroyka_ 👌

Found by: youtube #handyman · ID pb9Xy2IJVb0