Case Study: How I Went Viral (Without Being Lucky)
- Shub Singh

- Apr 4, 2025
- 2 min read
Updated: Jul 4, 2025
From 50M+ Impressions to My First $3K Day - and the Lesson That Made Me a CRO-Focused Marketer
📍 The Setup (2019–2020)
I started like most self-taught marketers: testing Instagram theme pages, failing in multiple niches, and obsessively studying how content spread. While I didn’t see early success, it helped me build connections and understand how people engage.
Then, TikTok started blowing up - and Instagram’s algorithm followed. I noticed a wave of “feel-good” relationship pages posting Twitter-style memes and short-form videos.
So I built one.
I grew to 5,000 followers using follow/unfollow and reposting memes. Then I cracked the code.
⚡ The Breakthrough


I found a repeatable formula:
Short TikTok-style reels with emotional music
Wholesome couple content
Reposted with perfect timing + captions = Virality
In just weeks, I exploded to 40K+ followers, driving 50M+ impressions per week.
The Monetization Phase
At first, I ran CPA offers - simple affiliate links to love/quiz/dating offers. I was earning $300/day, mostly passive.
But when offers got saturated, I realized I didn’t need to rely on networks — I had the attention. So I launched my own Shopify store, and started using meme posts to drive product interest.
One of those drops?



$3,000 in 24 hours.
The Pivot: From Traffic → Retention
But here’s the kicker - I couldn’t scale. I had no inventory, no email capture, no backend flows.
That’s when I realized: Virality without structure is just noise.
I saw first-hand how traffic dies fast if there’s no CRO or lifecycle system behind it.
That insight drove me into retention, email marketing, and conversion strategy — and today, that’s what I do:
I craft bundles,
Build automations,
And design emails that turn attention into lasting revenue.
🔍 The Takeaway
Virality isn’t luck: it’s pattern recognition + format execution + timing. But long-term success? That comes from retention, systems, and CRO.
That’s why I shifted my focus from chasing views to designing journeys - and now I help DTC brands keep the traffic they pay for.



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