A previous article Why is account structure more influencing ROAS than content? The article discussed the relationship between structure and material matching, giving everyone an understanding of the connection between the two.
So, once the account structure is set up, the real competition has just begun.
Many people believe:
Once the account structure is set up correctly, ROAS will be stable.
But the truth is:
Structure is just the starting point. What truly differentiates ROAS is the pace of budgeting, the method of scaling up, and the system’s learning logic.
Structure determines whether something can run.Details determine whether you can run well in the long run.
I. Account structure is just the starting point, not the answer.
The purpose of account structure is:
- Division of deployment battlefields
- Define the traffic path
- Provide a framework for machine learning
But it only solves one problem:
Where should the money be spent?
Instead of:
How to spend money efficiently?
II. The core factor truly affecting ROAS: How to adjust the budget
The most common mistake many people make is:
The ad group is running smoothly → Increase the budget directly.
It seems reasonable, but it often leads to:
- ROAS suddenly dropped
- The system re-enters the learning phase.
- The data structure was disrupted
The reason is simple:
Budget change = System learning logic reset
The system will be forced to:
- Expand the population range
- Lowering screening criteria
- Try broader traffic.
The result is higher costs.
III. Correct Approach: Stabilize the structure + replicate and expand.
A more reasonable approach is:
- The original ad group remains unchanged (to stabilize ROAS).
- Copy the new ad group and increase the volume separately.
The advantages of doing this are:
- Without disrupting existing models
- No impact on stable returns
- Expansion risks are controllable
Core logic:
Stabilization and scaling must be separated; do not do both in one unit at the same time.
IV. Budget frequency is more important than budget size.
Many accounts with unstable ROAS share a common characteristic:
- The budget was revised many times a day.
- Add in the morning, reduce in the afternoon, and adjust again in the evening.
- Completely no rhythm
turn out:
The system can never learn everything, nor can it ever be stable.
Stable accounts are typically:
- Less adjustment
- Minor adjustments
- Give the system enough learning time
V. The material is not the problem; structure and rhythm are the key.
Many people react as soon as their ROAS drops:
- Change materials
- Edit video
- Adjust landing page
But in reality, the more common situation is:
It’s not that the content is fatigued, but rather that there’s a problem with the structure or the traffic pool.
The core judgment only needs to consider two points:
- Is the exposure too frequent (too high frequency)?
- Is there an abnormal increase in traffic acquisition costs (CPM)?
VI. Essence: You are not placing ads, but managing a financial system.
A mature advertising strategy is actually:
- Campaign = Funding Pool
- Ad Set = Diverter Valve
- Material = Flow Inlet
- Budget = The hand that controls the rhythm of the system
What you’re really doing isn’t:
Optimize a certain material
Instead:
Is the overall flow of funds healthy?
Summarize
To summarize this article in one sentence:
Account structure determines the upper limit, budgeting pace determines stability, and the method of scaling up determines whether you can continue to make money.
Many people get stuck on ROAS not because they don’t know how to build the structure, but because:
- The budget increase was too arbitrary.
- The method of increasing volume is too crude.
- Frequent interference with system learning
Structure is just the starting point; details are the watershed.
Enable more efficient overseas growth investment
In an environment where competition for overseas traffic continues to intensify, what truly determines the effectiveness of ad campaigns is not just account structure or creative optimization, but rather… A more systematic strategy design + a more stable budget and scaling pace + a more professional execution team collaboration。
If you are looking for a partner who can consistently improve ROAS and achieve scalable customer acquisition growth, please consider communicating with us further.
Whale Interactive Technology Co., Ltd. has been deeply involved in new media promotion and communication for over a decade. Leveraging its international operational background, it focuses on providing global PC game and application clients with services including: trending creative planning, precise customer acquisition and placement, and efficient conversion optimization. The team comprises senior operations, art design, media placement, and customer service support personnel. In the gaming sector, its daily advertising reach exceeds 500 million people, with business covering over 100 countries and regions worldwide, and annual advertising transaction volume exceeding US$100 million.
For more information on cooperation opportunities, please visit our official website: Whale Interactive Official Website
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