The Evolving Landscape of Ad Fraud: A Deep Dive with Daypart Founder Jeromy Sonne

Jeromy Sonne, a seasoned veteran of the digital advertising world, has transitioned from mastering Facebook ad campaigns to becoming a leading expert in ad fraud detection. His firm, Daypart, provides critical advisory services to advertising agencies and major advertisers, focusing on ensuring the accuracy and legitimacy of their digital ad spend. In a recent in-depth conversation, Sonne shed light on the pervasive nature of ad fraud in today’s complex digital ecosystem, detailing its various forms and offering actionable strategies for detection and prevention.

Sonne’s journey into ad fraud detection is rooted in extensive experience. He began his career in digital advertising in 2011, initially specializing in Facebook ads for mobile app promotion before shifting his focus to e-commerce. This foundational experience provided him with a deep understanding of advertising platforms and their intricacies. Later, he ventured into ad tech with the founding of Decibel, a podcast advertising platform. While Decibel did not achieve its intended success, it served as a crucial stepping stone, leading Sonne to the critical field of combating ad fraud. Now, through Daypart, he dedicates his expertise to helping clients safeguard their advertising investments by identifying and neutralizing fraudulent activities, a mission he describes as his most successful endeavor to date.

Understanding the Multifaceted Nature of Ad Fraud

Ad fraud, as explained by Sonne, is not a monolithic issue but rather an expansive umbrella term encompassing a spectrum of illicit practices. At its most basic level, it involves billing for impressions or clicks generated by automated bots rather than genuine human users. However, the sophistication of fraud extends far beyond these rudimentary tactics. Sonne highlights instances where advertisers are charged premium rates, such as a $30 CPM (Cost Per Mille, or cost per thousand impressions), for ads that are supposed to run on high-profile content like popular television shows, only to discover they were actually displayed on low-quality, obscure websites.

The most concerning and extreme manifestation of ad fraud, according to Sonne, involves money laundering. In these scenarios, criminals establish shell companies to essentially buy advertising space from themselves, thereby legitimizing illicit funds through seemingly legitimate advertising transactions. This insidious practice underscores the critical need for robust verification and auditing processes within the digital advertising supply chain.

Programmatic Networks: The Hotbed of Ad Fraud

While Meta (formerly Facebook) and Google, often referred to as "walled gardens," have made strides in policing their own platforms, Sonne emphasizes that ad fraud is significantly more prevalent and challenging to combat within the realm of programmatic advertising networks. These open exchanges, where ad inventory is bought and sold in real-time auctions, present a more complex and less controlled environment.

"It’s worse for so-called programmatic ads," Sonne stated, distinguishing them from the more controlled environments of Meta and Google. He acknowledged that while Meta and Google are "nominally better" and their internal teams are generally more responsive to fraud concerns, the sheer scale and complexity of the digital advertising ecosystem, coupled with the deceptive tactics employed by fraudsters, make it an ongoing battle.

The actors involved in ad fraud range from individuals employing rudimentary scam tactics, such as posting exaggerated lifestyle images to lure unsuspecting advertisers, to sophisticated criminal organizations orchestrating complex schemes. These operations can sometimes begin with legitimate offers that gradually evolve into fraudulent enterprises. Sonne’s core message is clear: the most effective strategy for advertisers to enhance their return on ad spend (ROAS) is to systematically eliminate fraud by ensuring that ads are reaching genuine human audiences.

Quantifying the Risk: Bots and Unscrupulous Pages

For advertisers like Eric Bandholz of Beardbrand, whose entire ad budget is directed towards Meta, understanding the potential exposure to fraudulent activity is paramount. Sonne acknowledges that the risk varies across platforms and placements. Within Meta, the Audience Network, which extends ads to mobile apps and third-party websites, is identified as a particularly susceptible area, often described as the "Wild West of advertising."

Mobile app advertising, in general, carries a higher risk profile. Sonne notes that Meta occasionally purges a significant percentage of clicks or impressions, sometimes around 10%, due to bot activity. This can include traffic generated by AI agents or bots using compromised human accounts. Despite these purges, the problem persists, especially on the open web, encompassing display ads, video ads, and mobile app placements. Sonne estimates that on programmatic networks, "upwards of one-third or more of ad spend is likely fraudulent to some degree." This staggering figure highlights the substantial financial drain that ad fraud can impose on businesses.

The Sherlock Holmes Approach: Detecting Fraud Through Transparency and Diligence

The question of how advertisers can discern fraudulent activity from legitimate metrics provided by ad platforms is central to the fight against fraud. Sonne stresses that "transparency is the key." He advocates for a meticulous approach, emphasizing that "given enough data, you can start to put things together."

Sonne illustrates this point with a real-world example: "I was looking at a set of mobile ads recently and, at first glance, they seemed legit. Then I dug into the devices they were running on. These were all supposedly running on iPads with Intel chips, but iPads never had Intel chips. The publishers were clearly spoofing devices, using a workaround, running a bot farm, or something similar." This meticulous investigation, akin to putting on a "Sherlock Holmes hat," involves scrutinizing data for inconsistencies and patterns that defy logic.

Advertisers can employ several strategies to achieve this level of scrutiny. Even within platforms like Meta, advertisers can block specific shady apps on the Audience Network. Furthermore, utilizing an advertiser’s own ad server and comparing its data with that reported by the ad platform can reveal discrepancies. Sonne underscores that there is "no magic bullet"; the process is one of "trust but verify." When discrepancies are identified, advertisers should actively address them with the ad platform and pursue refunds for fraudulent impressions or clicks.

When to Call in the Experts: The Threshold for Fraud Detection Services

The decision of when to engage specialized firms like Daypart is a crucial one for advertisers. Sonne generally works with agencies that are making substantial investments in open web programmatic advertising, including connected television and audio, particularly after having maximized their efforts on Meta and Google.

He indicates that companies spending in the range of $25 million to $50 million annually on advertising can typically justify the cost of specialized fraud detection services. Advertisers whose spending is primarily concentrated on Meta and Google often fall below this threshold. This is not to say that smaller advertisers are immune to fraud, but rather that the economic impact and the complexity of the fraud they encounter might be more manageable through internal processes or less intensive external support.

Sonne also commends specific platforms and entities that demonstrate a commitment to combating fraud. He cites Comcast’s programmatic buying platform, Beeswax, as an example of a "tightly run" operation. However, he reiterates that the "safer bet" for many advertisers is to partner with an experienced agency that possesses the expertise to identify and mitigate fraudulent activities effectively.

The Broader Implications and the Future of Ad Fraud

The implications of unchecked ad fraud extend far beyond wasted advertising budgets. It erodes advertiser confidence in digital channels, distorts market data, and can ultimately harm consumers by leading them to scam offers or contributing to the funding of criminal enterprises. As AI and machine learning technologies become more sophisticated, fraudsters are also leveraging these tools to create more convincing bots and evade detection.

This necessitates a continuous evolution of detection methods. Sonne’s work at Daypart signifies a growing demand for specialized expertise in this area. The industry as a whole is moving towards greater transparency and accountability, with ongoing efforts from organizations like the IAB (Interactive Advertising Bureau) to establish industry standards and best practices for combating ad fraud.

For advertisers, the takeaway is clear: vigilance, data analysis, and a willingness to question the metrics provided by platforms are essential. The fight against ad fraud is an ongoing arms race, requiring constant adaptation and a proactive approach. Jeromy Sonne’s expertise and the services offered by Daypart represent a vital resource for advertisers navigating this complex and often deceptive digital landscape, ensuring that marketing investments translate into genuine engagement and measurable results.

Advertisers interested in learning more about Jeromy Sonne’s work can visit his firm’s website at Daypart.ai, or connect with him directly on X (formerly Twitter) or LinkedIn. His insights underscore the critical importance of addressing ad fraud not just as a technical issue, but as a fundamental business imperative in the digital age.

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