Observed Signal · May 13, 2026 · Analysis · Source: https://martech.org/feed/ · Impact: 2/5 · Sentiment: Negative
Four Questions to Detect Programmatic Ad Fraud
This MarTech contributor article explains four practical questions advertisers should ask to detect and reduce programmatic ad fraud across display, video and connected TV (CTV). It emphasizes inspecting the supply path (number of resale hops), verifying which vendors perform traffic verification, reviewing granular placement and app-level reporting, and scrutinizing curation in direct deals and private marketplaces. The piece cites industry benchmarks: the ANA found $26.8 billion in annual programmatic waste (Q2 2025), DoubleVerify reported bot-driven activity accounted for 65% of CTV fraud (2025) with an estimated four million infected devices, and ANA’s Feb 2026 benchmark showed top advertisers convert about 57% of spend into fraud-free, viewable impressions versus under 38% for laggards. The article warns that CTV is especially exposed because detection lags rapid channel growth.
Practical guidance citing industry benchmarks (ANA, DoubleVerify) about widespread programmatic and CTV fraud; useful for media buyers but not an industry-shifting announcement.
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Key Takeaways & Evidence Grounding
- ANA Q2 2025 Programmatic Transparency Benchmark estimates $26.8 billion in annual global programmatic media value lost to supply-chain inefficiencies, fraud, and low-quality inventory.
- DoubleVerify’s 2025 Global Insights Report found bot-driven activity accounted for 65% of CTV fraud and estimated four million infected devices generating fake traffic daily.
- Jounce Media mid-2025 research found unnecessary resale layers in the supply path overtook low-quality inventory as the primary source of waste in programmatic.
- ANA Feb 2026 benchmark reported top-performing advertisers converted nearly 57% of programmatic spend into fraud-free, viewable, quality impressions; lagging advertisers converted less than 38%.
Connected Companies & Entities
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Combating Ad Fraud in the Age of AI
This commentary explains how AI is increasing the scale and sophistication of digital ad fraud and outlines practical steps marketers can take to detect and reduce wasted spend. The author cites industry figures — over a fifth of digital ad spend attributed to fraud (roughly $84 billion) — and historical large scams (Icebucket, ParrotTerra, SneakyTerra, 3ve) to illustrate persistent vulnerabilities, especially in Connected TV (CTV). Newer threats include AI-powered ad‑click malware and more human-like agentic AI, which make bot detection harder. The piece recommends continuous campaign monitoring, tying ad performance to CRM/order data to validate conversions, and behavioral signals such as click origins and cross-campaign device timing to flag automation. The article also highlights the role of collaborative, industry-wide anti-fraud efforts alongside company-level precautions.
AWNY, Jupiter Fest Spotlight Agentic Ads and Open Web
Advertising Week New York and the inaugural Jupiter Festival Miami highlighted the industry's shift toward agentic advertising and anxieties about the open web's future. Major announcements included TikTok's off-platform ad expansion and a new AI shopping agent, Meta's AI campaign assistant testing, and OpenAI's visual ads introduction. Paramount's $110 billion acquisition of Warner Bros. Discovery closed, forming Skydance. Key themes were the threat of AI to publisher traffic, the rise of AI visibility tools, the early stage of agentic media buying, unsolved cross-platform measurement, and the booming sports and retail media sectors. Deals included PubX's acquisition of Compliant and a $5 million Series A, and OpenAI's reported $30 billion round talks with BlackRock and UAE investors.
Olyzon Launches Agentic Orchestration Platform for Advertising
Olyzon, an agentic orchestration platform for advertising, has launched its technology live in market, optimizing real advertising campaigns. The platform enables agencies and brands to orchestrate media budgets across CTV, YouTube, social, digital audio, and DOOH from a single interface, integrating with existing DSPs, SSPs, and measurement partners. It is positioned as a working example of a Unified Media Platform (UMP), connecting systems that previously operated in silos. Key integrations include Amazon DSP, DV360, The Trade Desk, Yahoo DSP, Universal Ads, Vibe, Spotify, PubMatic, Swivel.ai, DoubleVerify, Xpln, Lucid, and Innovid. The launch was announced at Advertising Week New York.
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