When Advertising Costs Do Not Behave as Expected

You may not sell products on Amazon, but the issue in this lawsuit still matters to you. If you advertise through a marketplace, social platform, search engine, or delivery app, you are placing part of your business growth in a system you do not control. You see bids, clicks, impressions, and charges—but you may not always see how the final amount is calculated.

The United States Federal Trade Commission (FTC) and 22 states have accused Amazon of quietly increasing advertising charges through its online ad auctions. The lawsuit claims the alleged practice affected more than 1 million brands and sellers, including more than 500,000 small and medium-sized businesses. Source

This is an allegation, not a final court finding. Amazon has called the lawsuit misguided and said the complaint misunderstands how advertisers operate. Source Still, the case gives you a practical warning: do not treat an advertising platform’s dashboard as a complete explanation of your business results.

TL;DR

Review how your advertising platforms calculate charges, not only how much you spend. Keep your own records, set clear limits, and compare advertising results against actual sales and profit.

When a platform changes its auction or reporting rules, your business should be able to detect the impact quickly instead of discovering it after months of wasted spending.

What This Means

According to the FTC complaint, Amazon told advertisers that it operated a “second-price” auction. In simple terms, an advertiser could bid a higher amount but would supposedly pay only slightly more than the next-highest competing bid. The complaint alleges that, beginning in 2019, Amazon added a hidden “soft reserve price” and used an “invented auction participant” to push prices higher than genuine competition would have produced. Source

The FTC claims that Sponsored Products advertisers paid their full winning bid close to 80% of the time. If true, that would mean the practical result was much closer to a first-price auction, where you pay your own bid, rather than a second-price auction. Source

You do not need to understand auction mathematics to understand the business risk. If you believe a platform will charge one amount but it actually charges another amount under a less visible rule, your advertising decisions may be based on incorrect assumptions. You may raise bids, expand campaigns, or accept weak results because you believe competition—not the platform’s own pricing design—is driving the charge.

Key insight: You are responsible for the business decision, but you should not rely on a platform’s headline metric as the only evidence behind that decision.

How This Applies to Malaysian SMEs

Many Malaysian SMEs depend on third-party platforms to reach customers. A local fashion seller may advertise on a marketplace, a restaurant may promote itself through social media and delivery apps, and a service company may rely on search advertising to generate enquiries. In each case, the platform controls the auction, placement, targeting options, and reporting interface. Your business sees the outcome, but the calculation happens behind the screen.

That makes independent tracking important. If you sell skincare products, for example, record each campaign’s spend, product sold, cancellations, platform fees, delivery issues, and final collected sales in your own system. A dashboard may report strong clicks or conversions, but those figures do not automatically tell you whether the campaign produced healthy operating results. Your internal record should show what happened after the customer clicked.

The same applies to lead-generation businesses. If you operate a renovation company, tuition centre, accounting practice, or air-conditioning service, an advertising platform may count a form submission as a conversion. You still need to check whether the enquiry was genuine, whether someone answered it, and whether it became a suitable customer. A campaign producing many low-quality enquiries may look successful inside the platform while creating extra work for your team.

You should also pay attention to changes in campaign performance. If the same targeting, creative, and product suddenly require higher bids for similar visibility, do not immediately assume that competitors are the only cause. Review the platform’s documentation, campaign settings, placement mix, attribution window, and billing reports. Save monthly exports so you can compare the rules and results over time.

For a Malaysian SME with one to 50 employees, this does not require a large analytics department. A shared spreadsheet, accounting export, or simple business automation workflow can bring advertising spend, orders, customer records, and bank settlements into one weekly view. The goal is not to inspect every technical detail. The goal is to spot unexplained changes before they become normal.

A Simple Control Framework

Area to monitor	What to record	Warning sign	Suggested review
Advertising spend	Daily budget, actual charge, campaign, platform	Actual spend regularly exceeds your expected pattern	Weekly
Conversions	Platform conversion and confirmed sale or qualified lead	Large gap between reported and verified results	Weekly
Customer acquisition	New customers linked to campaign and sales value	Higher activity without stronger sales quality	Monthly
Platform changes	Policy notices, pricing updates, campaign setting changes	Performance changes soon after an unexplained update	Monthly

The figures in the table are recommended review intervals, not claims about industry performance. Choose a schedule your team can maintain consistently.

Practical Takeaways for Your Business

• Define the outcome that matters. For products, use confirmed sales after cancellations and returns. For services, use qualified enquiries and completed jobs, not only form submissions.
• Keep your own advertising ledger. Record the platform, campaign, date, amount charged, reported result, and result verified by your team.
• Separate platform metrics from business metrics. Click-through rate and impressions describe activity. They do not prove that the campaign supports your business.
• Set approval rules. Require a review when spending changes materially, a campaign is expanded, or an automatic bidding feature is enabled.
• Save reports regularly. Download billing and performance reports so you have a historical record if the dashboard later changes.
• Check attribution carefully. A platform may claim credit for a customer who would have purchased through another channel. Compare campaign reports with direct enquiries, repeat customers, and sales records.
• Use alerts. Set an internal notification when daily spend, cost per verified lead, or cost per confirmed sale moves beyond your agreed limit.
• Ask clear questions. When speaking with platform support, ask how the charge is calculated, whether the auction rules changed, and which placements are included.
• Test before scaling. Run controlled campaigns with defined limits instead of increasing every campaign based on a single strong day.

How Automation Can Help

Automation is useful here because manual checking is easy to postpone. You can connect advertising reports to a central spreadsheet or dashboard, then match campaign identifiers with order or enquiry records. A weekly summary can show which campaigns spent the most, which produced verified outcomes, and where the platform’s reported results differ from your internal records.

You can also create simple approval workflows. For example, if a campaign exceeds its planned daily limit or the cost per qualified lead crosses your chosen threshold, the system can send a message to the owner or marketing person before further changes are made. This does not remove your judgement; it makes sure the right information reaches you while there is still time to act.

For smaller teams, the best system is usually a simple one. Start with two or three essential measures, assign one person to review them, and keep a short record of decisions. Once the process works, add more detail only where it helps you make a better decision.

The Bigger Picture

The Amazon lawsuit highlights a wider business issue: digital platforms are becoming important commercial partners, but their systems are often complex and change frequently. Advertising auctions, recommendation systems, attribution models, and automated bidding can influence your results without being fully visible to you.

That does not mean you should stop using platforms. It means you should avoid depending on one platform’s explanation of performance. Build a small layer of business-owned records around every important channel. Your own sales, customer, and fulfilment data should remain the final reference point.

The FTC complaint says Amazon generated more than $68 billion in advertising revenue in the year referenced by the report. Source The scale shows why platform incentives deserve attention, even when you are a small advertiser. A pricing change designed for a large ecosystem can still affect the decisions of a local Malaysian seller.

Your practical advantage is visibility. If you know what you spent, what the platform claimed, what your team verified, and what the customer ultimately did, you can question unusual results early. That habit protects your business from silent drift and helps you spend your limited attention on channels that genuinely support your customers and operations.

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