If you’re planning a growth campaign, don’t launch your biggest effort first. The approach described in the video is to run a smaller, time-boxed campaign to learn what actually works, then scale based on the results.
The key idea: treat an initial test campaign as a way to measure performance under real conditions—using customer acquisition cost (CAC) as the primary KPI—before you commit to broader rollout.
Start With a Smaller Campaign Before Scaling
The video’s core recommendation is straightforward: run “smaller” campaigns first, rather than jumping straight to full scale.
A smaller campaign helps you:
- Validate whether your campaign is effective
- Learn performance in a specific context
- Reduce the risk of scaling assumptions that haven’t been proven
Instead of assuming outcomes will carry over, you test and then decide.
How Long to Run: About 30 Days
The speaker notes that the typical official campaign duration is “about 30 days.”
Rather than stretching the process indefinitely, the recommendation is to use this roughly one-month window as a practical time frame for your initial testing—so you can quickly identify what’s working and what isn’t.
The Main KPI: Customer Acquisition Cost (CAC)
When deciding whether the campaign is successful, the video emphasizes one metric above the rest: customer acquisition cost (CAC).
The idea is to evaluate how much it costs to acquire customers during the campaign window. This keeps the focus on the outcome that matters for scaling decisions—how efficiently customers are being acquired.
Instead of being distracted by secondary signals, use CAC as the central KPI for your “one-off” test.
Test by Region or Channel Differences (CH)
The video also highlights that performance can vary based on where and how you market. To address this, the recommendation is to run the smaller campaign in a specific region and/or a specific channel (referred to as “CH”).
The reason is that results aren’t guaranteed to be the same across different contexts. A smaller test lets you see real differences early.
In other words:
- Run the test in a specific region and/or channel
- Measure CAC during that period
- Use the findings to guide what to scale next
Scale What Works After the One-Off Test
Once you’ve run the smaller “one-off” campaign and measured CAC, the next step is to scale based on performance.
The video frames scaling as a decision you make after learning from the initial test—not before. By using the results from the smaller campaign, you can:
- Repeat what performs well
- Avoid scaling strategies that don’t deliver efficient customer acquisition
- Move forward with clearer evidence
A Simple CAC-Driven Workflow (Based on the Video)
Here’s a practical, repeatable process aligned with the recommendations in the video:
- Plan a smaller campaign rather than launching full scale.
- Time-box it to about 30 days (aligned with the typical campaign duration mentioned).
- Choose a specific context for the test, such as a particular region and/or channel.
- Measure success using CAC as the primary KPI.
- Scale only what performed well in the initial one-off campaign.
This workflow is designed to help growth teams learn faster while maintaining a clear standard for decisions.
Why This Approach Helps Growth Teams
Running smaller campaigns first can make your growth efforts more reliable. Instead of betting on uncertainty, you get measurable evidence from the exact environment where you plan to operate.
Because the video centers CAC as the key KPI, your evaluation remains tied to cost efficiency—the metric most directly connected to whether scaling is likely to be sustainable.
Conclusion
The takeaway from the video is to run smaller campaigns first—typically around 30 days—so you can test performance before scaling.
Use customer acquisition cost (CAC) as the main KPI, run the test in a defined region and/or channel, and then scale what works based on the CAC results from your initial one-off campaign.
