Facebook argues that viewed impressions are superior to served impressions for ad measurement, as they better reflect actual ad exposure and value. They define a viewed impression when an ad enters the screen, and do not charge for unviewed ads. Facebook works with the MRC to develop viewability standards, including for feed-based and mobile formats.
Partners like the MRC, Wendy's, and ZenithOptimedia support Facebook's approach, emphasizing value, consistency, and fair pricing.
In Q1 2026, Kroger led grocery RMNs with 2.4B impressions, over 2.5x more than Albertsons. Meijer and Publix grew fastest, with Meijer up 7x since Jan 2024. Facebook dominated as the top channel. P&G's impressions surged 930% YoY to 212M, driven by a multi-brand strategy including Crest and Super Bowl campaigns.
Retail media networks report ROAS using different methodologies, causing up to 63% fluctuation across networks for the same campaign. This isn't a data quality issue but a structural one. Brands using multiple networks face a fragmentation tax where each network is its own source of truth, and budget decisions based on these irreconcilable figures are misleading. Independent measurement, applying the same attribution logic across all networks, is needed to reconcile data and enable confident cross-channel decisions. The signal infrastructure for this already exists from mobile measurement.
Mobile performance marketing succeeded by building a signal infrastructure—independent attribution, fraud protection, and structured postbacks—that fed optimization-grade data to ad platforms. Web measurement has lagged, relying on fragmented, platform-reported metrics. As AI-driven campaign optimization becomes standard, bad signals amplify errors. AppsFlyer’s Web Performance Measurement brings mobile-grade signals to web: independent attribution, server-to-server postbacks, cross-platform closed loops, and unified cost/revenue measurement. For ad ops decision-makers, this means one truth source, actionable optimization signals across networks, and complete omnichannel ROAS visibility—enabling AI to compound advantage, not error.
Ad monetization is a critical yet often overlooked revenue stream for mobile apps. Sensor Tower's new reports provide granular data on ad revenue, network performance, and ad formats. Key insights: 72% of top-grossing games use hybrid IAP+ad strategies, and ad revenue is growing across verticals like News, Ecommerce, and Entertainment. The reports enable benchmarking competitors' ad revenue, ARPMAU, and ads per minute, identifying effective networks, and evaluating acquisition targets using total revenue (IAP+ads). These insights help app developers optimize monetization strategies and maximize profits beyond in-app purchases.
Unity Vector expands its ROAS suite with D28 Ad Revenue ROAS and D28 Hybrid ROAS campaigns, enabling advertisers to optimize for long-term user value across ad-only and hybrid monetization models. Closed beta results show significant lifts in retention and ARPU compared to D7 campaigns: D28 Ad Revenue ROAS achieved up to +62% median D28 retention uplift and +68% ARPU uplift; D28 Hybrid ROAS saw +76% retention and +41% ARPU uplift. This completes Unity's D28 ROAS offering alongside existing IAP ROAS, allowing advertisers to target users whose value builds beyond the first week.
At MAU 2026, the industry agreed that attention, not production, is the bottleneck. Cross-platform web-to-app attribution is now achievable with AppsFlyer's mobile-grade measurement extending to web, giving ad ops a unified view. AI is in production, with Square's team shipping six live workflows. Web-to-app is the most efficient top-of-funnel for app businesses, and retention overtakes acquisition. Ad ops must prioritize clean signal layers and incrementality testing over single-metric attribution.
Data collaboration platforms are consolidating under ad-centric owners, threatening measurement neutrality. Publicis bought LiveRamp, WPP acquired InfoSum, and LiveRamp absorbed Habu, leaving AppsFlyer as the only major independent player. Brands must vet partners for conflicts: does the platform or its parent benefit from ad spend? Without independence, budget allocation and ROAS calculations may reflect agency incentives over actual performance. Key questions: revenue from ads, cross-channel attribution consistency, data governance, and auditable methodology.
AppsFlyer MCP connects Claude directly to live attribution data, replacing manual reporting and CSV exports. Gaming teams catch budget anomalies overnight, finance teams compress multi-hour analysis into minutes, and e-commerce teams close the gap between measurement and spend decisions. Setup takes under 60 seconds, enabling real-time queries on channels, cohorts, and ROAS. The key insight is that AI-powered analysis requires live data connections, not stale exports.
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