Retail media is a rapidly growing segment of digital advertising, with US spending forecasted to exceed $41 billion in 2022, up nearly $10 billion from 2021, and projected to reach $50 billion by 2023, accounting for one in five digital ad dollars. Five key trends shape its future: First, retailers are inviting smaller brands through self-serve, budget-friendly options, diversifying revenue sources. Second, diversification of partnerships across multiple networks and ad formats (e.g., connected TV) reduces reliance on single providers.
Third, video ads are becoming dominant due to 7.5 times higher click-through rates than static ads, enabling multi-touchpoint engagement. Fourth, first-party data from retail media networks becomes crucial as cookies fade, allowing personalized campaigns based on customer search, browsing, and purchase history. Fifth, machine learning optimizes campaigns for metrics like CTR and ROI, making data-driven decision-making essential.
These trends highlight the need for marketers to adopt self-serve platforms, diversify partnerships, invest in video, utilize first-party data, and leverage AI for effective retail media strategies.
Data discrepancies in mobile attribution arise from differing models, lookback windows, and time zones. Accurate measurement is crucial for ROI. Using a single source of truth via MMPs and raw data helps mitigate issues.
Digital retail maturity shifts focus from downloads to omnichannel experiences, engagement, and ecosystems. Key data: 8.7B app downloads, 400B web visits, mobile 59% of web visits in Q1 2026. Competitive advantage comes from quick commerce, loyalty, content-led discovery, and connected in-store. For ad ops, prioritize engagement and frequency over acquisition; mobile is dominant; ecosystem expansion is critical.
Sponsored ads in retail media networks mimic native site content, like search results on Instacart. They boost brand visibility, credibility, and sales. Retailers like Amazon earn most ad revenue from these ads. Successful examples include Reebok using eBay's Promoted Listings to increase sales by 55%, Clorox leveraging Target's Roundel for a 25% retention boost, and Hershey using Walmart Connect omnichannel to lift sales 73%.
Cross-platform measurement resolves the common problem of fragmented, device-level reporting that inflates ROAS and misallocates budgets. By unifying customer identity across web, mobile, CTV, and other surfaces, marketers gain a single view of LTV and attribution. AppsFlyer provides this via CUID stitching and Product Line grouping, enabling real-time, deduplicated insights without manual BI work. Key benefits include accurate cross-platform ROAS, elimination of duplicate attribution, and reliable data for AI-driven optimization.
Marketing attribution is critical for connecting spend to revenue, but platform self-reporting and last-click bias distort budget decisions. Single-touch models (first/last-click) are simple but miss the full journey; multi-touch models (position-based, data-driven) are more accurate but require robust data. Mobile attribution is particularly challenging due to ATT, SKAdNetwork, and cross-platform gaps, necessitating a mobile measurement partner (MMP) for independent, deduplicated measurement. Clean attribution data is essential for AI-driven optimization—bad signals lead to bad decisions. Starting with position-based attribution and incrementality testing provides a practical foundation.
App monetization involves strategies like in-app purchases, subscriptions, and advertising to generate revenue from free apps. Key metrics include retention, ARPU, and LTV. Choosing the right model depends on app type and user behavior.
mCommerce is mobile buying/selling. It's booming, hitting $2.2T in 2023. Consumers prefer apps for convenience and security. Success requires fast load times, easy checkout, and personalization.
Pet supplies emerged as a dominant retail media category in 2025, with three of the top six advertisers being pet brands. Purina led with 6B impressions across 18 RMNs. Facebook was the preferred channel for over half of top brands, but strategies varied: Freshpet and Basepaws used Amazon OnSite Display heavily, while Nexgard focused on OTT. Chewy and Amazon captured the largest impression share. At Walmart, pet supply impressions hit a 3-year high in April 2026, driven by Delectables' on-site display and Walmart's own Facebook campaign using Blue Buffalo. The fragmented landscape highlights the need for multi-platform strategies.
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