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

Snow removal just got way too easy.

Didunoze · 38.5K followers · YouTube · posted Sep 30, 2026 (34d ago)

🔥 mega 733×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

  • 733× the creator's usual views: the format worked, not just the account (🔥 mega outlier).
  • 12.1M views in 34 days, about 361K a day.

The 5 tests

Attentionpass

733× the creator's usual

Retentionwarn

361K views/day (watch time is private to the creator)

Engagementfail

0.8% 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 gk3cTDE7WJs.

Numbers

12.1M
Views
89.4K
Likes
2.5K
Comments
0.8%
Engagement
(likes + comments) ÷ views
361K
Per day
views ÷ age
—
Rise / day
growth since the last run
733×
× 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)
38.5K
Followers
—
Words / min
speaking pace

Script structure

Hook (first 4 seconds)

“Ditch the back-breaking labor of traditional winter maintenance. This lightweight electric snow shovel completely redefines how homeowners tackle driveway and sidewalk clearing. Powered by a high-torq”

From the video's own captions.

AI breakdown (from the ideas notes)

2026-11-02

then vs now: product demo · contrast and nostalgia: pain point (back-breaking) · the comparison keeps escalating: satisfying, effortless result

Caption / description

Ditch the back-breaking labor of traditional winter maintenance. This lightweight electric snow shovel completely redefines how homeowners tackle driveway and sidewalk clearing. Powered by a high-torque electric motor, this compact tool utilizes an aggressive, rapid-spinning paddle system located at its base. As the operator pushes forward, these heavy-duty blades efficiently scoop up fresh powder and instantly launch it 20 to 30 feet out of the way. Unlike massive, gas-guzzling snowblowers tha

Found by: youtube #homemaintenance · ID gk3cTDE7WJs