What We Learned from Auditing Apple Search Ads Campaigns

Alexandra De Clerck by 
CMO at AppTweak

9 min read

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Since the launch of Search Ads Manager, our data science team has conducted many in-depth audits of various Apple Search Ads (ASA) campaigns, offering a unique perspective. These audits uncover fascinating insights, revealing aspects of ASA campaign performance that often remain hidden. These aren’t your typical tips — they’re specific, data-driven strategies that can make a real difference in how you approach your ASA campaigns.


1. Spending concentrated on a few keywords

Many advertisers heavily focus their ad spend on a small set of keywords, particularly on brand defense. While brand defense is important, it’s crucial to diversify your strategy with discovery campaigns to tap into new markets and reduce dependence on brand keywords.

However, we’ve observed that even outside of brand defense, a significant portion of ad spend is often concentrated on just a few generic keywords. This is not scalable and exposes your campaigns to vulnerabilities. If competitors start bidding on these keywords, your cost per install could rise rapidly, leading to a sharp decline in return on investment.

Expert Tip

Invest more in discovery campaigns to explore new growth opportunities. With AppTweak’s keyword picker tools, you can easily add thousands of relevant keywords to your campaigns in just a few clicks. Set these keywords as exact match to better control where your spend is going. Once you uncover high-performing keywords, move them to stable or generic campaigns to continue optimizing spend and bids for these keywords.
AppTweak's award-winning keyword picking tools are integrated in our Search Ads Manager platform, enabling you to easily add thousands of keywords into an exact match discovery campaign
AppTweak’s award-winning keyword picking tools are integrated in our Search Ads Manager platform, enabling you to easily add thousands of keywords into an exact match discovery campaign. Source: AppTweak

Discover how to select effective keywords to maximize the performance of your Apple Search Ads campaigns

How SoundCloud scaled their ASA campaigns with AppTweak

SoundCloud faced challenges in effectively scaling their ASA campaigns, with spending reaching only 56% of their daily budget.

Using AppTweak’s proprietary AI engine Atlas AI, we created an exact match discovery campaign to identify new, relevant keywords for SoundCloud.

To optimize performance, we moved well-performing keywords out of this discovery campaign into stable (or generic) campaigns. The discovery campaign can then focus on continuing to find new keywords.

We applied this simple rule:

  • If CVR > xx% → move the keyword to stable campaigns and add it as a negative keyword in the discovery campaign.

By transferring high-performing keywords to stable ASA campaigns, we could increase both budget and bids on these keywords, resulting in a surge in impressions and downloads. To prevent double bidding, we then added those keywords as negative keywords in the discovery campaigns. We repeated this process several times, ensuring that the majority of the budget was allocated to keywords driving the best performance.

After just one month, SoundCloud achieved:

  • 99% budget saturation
  • tripled the amount of keywords
  • doubled the installs while reducing CPI by 23%
SoundCloud maximized budget efficiency and achieved impressive growth by strategically moving high-performing keywords, leading to a tripling of keywords, doubling of installs, and a 23% reduction in CPI within just one month
SoundCloud maximized budget efficiency and achieved impressive growth within just one month. Source: AppTweak

Read the full case study here

2. Overbidding on brand defense

Many advertisers are overbidding on their brand defense campaigns, sometimes placing bids as high as $200 per tap. This aggressive approach can lead to significantly higher costs if competitors decide to target your brand. You will probably still win the auction, but will end up paying a high cost per tap. Additionally, a heavy focus on brand defense often means less investment in discovery campaigns, leading to missed opportunities for growth.

Expert Tip

There are many reasons why it’s wise for brands to invest heavily in brand defense. However, there is likely always a limit to the price you’re willing to pay for it, and these limits should be reflected in your bid strategy. Always ask yourself, “What is the maximum cost per install or event I’m willing to pay to protect my brand?” and set your bids accordingly.

Should you run brand defense campaigns in Apple Search Ads?

3. Improper use of broad match campaigns

Advertisers who invest in keyword discovery sometimes tend to overspend on broad match campaigns. With broad match, you rely on Apple to find new keywords related to your seed keywords. However, Apple only reveals the search terms your ad appears on if those terms receive enough impressions. This means you may end up spending significantly on search terms you can’t see or evaluate, making it difficult to control where your budget is going. This uncertainty and the fluctuation in performance undermines the primary goal of discovery campaigns, which is to identify new, valuable keywords while maintaining control over your spend.

Expert Tip

Complement broad match campaigns with exact match campaigns. Use AppTweak to easily add plenty of new keyword ideas to your campaigns in any language. Once you’ve identified high-performing keywords, move them from your exact match discovery campaigns into stable, generic campaigns to continue optimizing their bids. Don’t forget to add these keywords as negative keywords in your discovery campaigns to prevent double bidding.
Leverage AppTweak to add new keyword ideas to your ASA campaigns, and transfer high-performing keywords to stable campaigns for bid optimization.
Create an exact match discovery campaign and shift high-performing keywords to stable campaigns to optimize your bids. Source: AppTweak

Learn about the different match types in Apple Search Ads

4. Underutilization of negative keywords in your ASA campaigns

Negative keywords help you avoid spending on clicks that are unlikely to convert, saving you money and increasing your ROI. By excluding irrelevant searches, you can ensure your ads only appear in contexts that are meaningful to your target audience, thus improving your click-through rates and conversion rates.

Although negative keywords make your ad budget efficient by preventing your ads from appearing for irrelevant searches, these are often overlooked.

Expert Tip

First, always add your brand terms as negative keywords to discovery campaigns, so Apple can focus on uncovering new keywords only. When running broad match discovery campaigns, Apple also recommends adding your seed keywords as negative keywords. Since the goal is to discover new keywords, there’s no need to spend money on keywords that you already know perform well.

5. Grouping together countries into one campaign

Many advertisers don’t split campaigns by country, often opting to group all English-speaking countries into a single campaign. However, this reduces your ability to optimize bids effectively across different markets.

Expert Tip

Split your campaigns by country so you can tailor your bid to different markets. This allows you to optimize for different cost structures and maximize your return on investment. AppTweak’s bulk actions and keyword pickers can simplify the process of managing and localizing campaigns.

6. Pausing keywords prematurely

Advertisers often pause keywords too quickly when they don’t see immediate results.

Instead of pausing, try lowering the bid first. There is usually a bid at which any keyword can be profitable. Persistence in finding this bid can pay off.

Expert Tip

The key to find the right bid is to determine the highest bid you can place without surpassing the value that the user brings. To determine your target bid you have to take into consideration two metrics: Target CPI (cost per install) and CVR (tap to install conversion rate). The formula to define your bid is: Bid = Target CPI * CVR.

However, to get a reliable estimate of the conversion rate for a keyword, you need enough taps. So, it’s essential to monitor and adjust your bids as more data becomes available, ensuring you maintain a balance between cost efficiency and maximizing user value. If you’re just starting out, we recommend looking at AppTweak’s benchmarks and use the average benchmark in your category as a starting point for the conversion rate.

Fine-tune your bids with real-time data and start with AppTweak’s benchmarks to balance cost and user value
To determine your bid, consider the simple formula: bid = target CPI * CVR . Source: AppTweak

7. Regulating spend through budgets

Most advertisers rely on setting daily budgets to control their ad spend. While this approach might seem straightforward, it often results in budget saturation, where the daily budget is exhausted and your campaigns stop running before the end of the day. This leads to missed opportunities for high-performing keywords that could continue to drive valuable traffic.

Expert Tip

Manage your daily spend through bids instead of budgets. By adjusting bids, you can avoid saturating your budget and ensure that high-performing keywords continue to receive impressions and installs. To do this, gradually lower bids of less-performing keywords until budget saturation is no longer an issue. AppTweak’s automation templates can streamline this process. Once the campaign is stabilized, slightly increase your daily budget to ensure your campaign continues running on high-performing keywords, especially during seasonal events when search volume may fluctuate.
Use AppTweak templates to expertly control your daily spend by adjusting bids, preventing budget saturation, and ensuring top keywords maintain their impressions
Optimize your daily spend with AppTweak’s automation templates by fine-tuning bids, avoiding budget saturation, and maintaining steady impressions on primary keywords. Source: AppTweak

Learn about scaling your Apple Search Ads growth with automation


TL;DR

Our data science team has worked hard to uncover valuable insights and data-driven strategies from ASA campaign audits. These are our key takeaways from the audit:

  • Concentrating ad spend on a few keywords, especially for brand defense, can expose campaigns to scalability issues and increased costs if competitors bid on these keywords.
  • Spreading out your ad spend into discovery campaigns opens the door to exciting new markets. Setting these campaigns to exact match helps you keep a tight rein on your budget and spot the high-performers.
  • Setting your bids too high can burn through your budget quickly, which makes it important to have a grounded bid strategy for protecting your brand.
  • Broad match might uncover new keywords, but it can also spiral your spending out of control on keywords you can’t see, making it hard to manage your budget effectively. We recommend sticking to exact match to keep things under control and make the most of your keyword discovery efforts.
  • Adding negative keywords into your campaigns ensures you’re not squandering your budget on clicks unlikely to convert, boosting your overall ROI.
  • By dividing your campaigns geographically, you can fine-tune your bids to better fit different market conditions and maximize returns.
  • Instead of quickly pausing keywords that aren’t performing well, try adjusting your bids first. This can reveal a more profitable bidding level and enhance your campaign’s effectiveness.
  • Rather than sticking to a rigid daily budget, managing your spending through strategic bids can help avoid early budget depletion and keep your most successful keywords active all day.

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Alexandra De Clerck
by , CMO at AppTweak
Alexandra De Clerck is CMO at AppTweak. She is responsible for developing AppTweak's marketing strategy and brand recognition across the globe.