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✦ Case Study
When Lola K. Marquez started the 90-day experiment, her YouTube channel had just over 100 subscribers.
Like many creators, she already had a steady stream of short-form content. What she didn’t have was the time to manually publish it across every platform every day.
So she tried a simple system: automate the distribution of her short-form videos to YouTube Shorts using Repurpose.io and publish consistently for 90 days.
Before the experiment began, YouTube was not Lola’s primary platform. Most of her short-form content already existed on other channels. The experiment focused on whether republishing that content consistently to YouTube Shorts could unlock additional reach.
The idea behind the experiment was straightforward.
Instead of manually uploading videos to YouTube Shorts every day, Lola connected her content workflow to Repurpose.io and let the system automatically publish three videos per day.
This is important because for many creators, the biggest challenge is not creating content. It is finding the time and energy to post on multiple platforms every day.
“I already had the content. The real challenge was staying consistent with publishing, especially across multiple platforms.”
— Lola K. Marquez
Slow but Promising
In the first 30 days, Lola described the results as a solid start, but not explosive yet.
First 30 Days Results
~180
Subscribers
60,000
Views
3×/day
Publishing cadence
Lola noted that performance varied widely across videos. Some Shorts reached around 10,000 views, while others only generated a handful. Engagement was still relatively light at this stage.
This pattern is typical for YouTube Shorts. Early results can appear inconsistent while the platform begins testing content with different audiences.
Despite the modest numbers, one key benefit became clear early: the system was running without daily effort. Videos were published automatically, and the channel continued growing in the background.
The Algorithm Starts Picking Winners
The biggest jump happened in the second 30 days. As more Shorts accumulated, several videos began gaining traction at scale.
Results during Days 30–60
7.5M
Views this period
13,000
Watch hours
2,400
Total subscribers
Multiple viral Shorts reaching between 2M and 4M views each
At this stage, engagement also increased significantly. More viewers began commenting, interacting, and subscribing to the channel.
Lola also applied for the YouTube Partner Program during this period as watch hours and subscriber numbers increased. What looked like a slow start in month one quickly turned into accelerated growth once the platform began surfacing the content more broadly.
By the End of 90 Days, the Channel Had Reached Significant Scale
The final month confirmed what Lola had suspected, the system was compounding.
Final 30 Days
3.2M
Views
9,000
Watch hours
1,500
New subscribers
1M+
Impressions
Full 90-Day Totals
11.5M
Total views
23,000
Watch hours
4,230
Total subscribers
Growth from roughly 100-150 subscribers at the start
💡 Her story reinforces a key lesson for creators.
You do not need every video to go viral. You need a system that helps you post consistently long enough for your winners to hit.
Consistency Created More Discovery Opportunities
Publishing three Shorts per day meant YouTube had a constant flow of new content to test with audiences. The higher publishing volume increased the probability of breakout videos.
Automation Removed Operational Friction
Because the publishing process was automated, the schedule remained consistent without requiring manual uploads every day.
Several factors likely contributed to the rapid growth during the second half of the experiment.
“Once the system was set up, I didn’t really have to think about YouTube every day. The videos kept publishing on their own, and suddenly the channel started growing while I was focusing on other things.”
— Lola K. Marquez
01
Automated publishing removed the daily upload routine
Instead of manually uploading every video to YouTube Shorts, Lola connected her existing short-form content workflow to Repurpose.io. Once the automation was set up, videos were automatically delivered to YouTube on a fixed schedule. This meant the publishing process no longer depended on daily manual effort.
02
Consistency became sustainable without increasing workload
Publishing three Shorts per day manually would be difficult to maintain over time. Automation allowed Lola to keep a steady posting cadence without adding extra operational work to her routine. The system handled distribution while she continued focusing on creating new content.
03
YouTube growth happened in the background
Because the publishing workflow ran automatically, Lola didn’t need to actively manage the channel every day. Her Shorts continued reaching new viewers and attracting subscribers while she focused on producing content for other platforms where her audience was already established.
04
Minimal maintenance was required
After the initial setup, the workflow required very little ongoing attention. Lola mentioned that she typically checked Repurpose.io about once per week, mainly to confirm that everything was running smoothly.
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