AppsFlyer launched Graviton, a global sprint to modernize infrastructure using AWS Graviton technology, driven by energy restrictions in Dublin. The initiative addressed unsustainable data center energy use, reducing carbon footprint by 60% and unlocking millions in projected annual savings. Over 400 engineers collaborated during a two-week pause of regular roadmap activities, migrating core services to a more efficient tech stack.
The campaign included digital milestones, gamification, and a tree-planting initiative that planted 30,000 trees across three continents via partners like dots.eco and ARC Restoration. This case demonstrates how regulatory pressure can catalyze technical transformation with environmental and operational benefits. Key takeaways: aligning technology upgrades with sustainability goals can drive cost savings and employee engagement; local policies can spark global change; and digital campaigns with real-world impact amplify purpose.
For AdTech decision-makers, this highlights the importance of sustainable infrastructure for long-term viability and brand reputation.
User acquisition (UA) remains critical in the maturing app market, with non-organic installs growing annually. Key challenges include rising media costs, churn, fraud, and fragmentation. Attribution data and multi-touch modeling help optimize UA by identifying high-performing channels and audiences. Strategic budgeting, A/B testing, and app store optimization (ASO) are essential for maximizing ROI. Ad ops decision-makers should prioritize fraud protection, explore diverse media channels (paid, owned, earned), and leverage cohort analysis to drive cost-effective growth.
Banking apps are vital digital channels requiring granular measurement to optimize user acquisition, engagement, and retention amid strict privacy regulations. Key challenges include measuring sensitive conversions, preventing fraud, and personalizing experiences without compromising compliance. Granular event tracking, deep linking, and anti-fraud solutions are essential. Banks must measure early-funnel milestones, re-activate dormant users, and leverage owned media for cost-effective re-engagement. Advanced attribution methods like SKAdNetwork, probabilistic modeling, and data clean rooms help navigate privacy changes. Effective measurement drives long-term customer value and validates mobile's impact on business outcomes.
Q4 2026 planning should treat peak shopping as a compressed event, not a week. Black Friday/Cyber Monday purchase lift runs 2–3x install lift, so ad ops must schedule by daypart and hour. Singles Day is not global: Brazil, UAE and Spain show real lift, while US/France barely react. CPI spikes hardest in supposedly cheap markets—Spain’s CPI rose nearly 50%. Remarketing already drives 65–92% of non-organic spend and rises during peak. Deep linking is critical: deep-linked users are ~2x more likely to purchase and spend nearly 3x more. Benchmark market CPI, shift budget to remarketing, and connect every entry point.
Omnichannel analytics unifies customer behavior and campaign performance across mobile, web, CTV, and AI search into one identity, one attribution model, and one ROAS number. The core problem: a single customer seen on three surfaces becomes three users, inflating performance and corrupting attribution, LTV, and retention. Stitching channel reports into one dashboard is not unification—each channel keeps its own attribution logic, so conversions get double-counted and upper-funnel spend looks unproductive. For ad ops leaders, the takeaway is that identity resolution (deterministic plus probabilistic, privacy-safe) must happen at the data layer before any dashboard exists. Platform choice hinges on surface coverage, identity resolution, compliance, incrementality testing, and migration support.
TikTok's full-funnel automation, integrating creative, media, and measurement, addresses fragmentation in AI tools. Brands using Smart+ and GMV Max see improved ROAS and CPA. Case studies show Naturium achieved 3.5x ROAS, PHLUR 191% higher ROAS, and Leatherman 97% revenue increase. Symphony and Content Suite enable scalable, authentic content. The key is pairing automation with strategic storytelling.
Retail media networks (RMNs) must prioritize accurate measurement to build advertiser trust and prove ROI. With 68% of advertisers ranking ROI as top priority, RMNs need user-level data, SKU-level attribution, and lift analysis to demonstrate campaign impact. The article outlines a checklist for effective measurement, including omnichannel coverage, deduplication, and easy-to-access reports. It emphasizes the importance of data collaboration platforms for bridging walled gardens and achieving precision. A case study of Wolt Ads shows a 32% revenue uplift using AppsFlyer's data collaboration platform. Key takeaways: measurement drives ad revenue, user-level data is essential, flexibility matters, and simplifying reporting is critical for brand adoption.
AppsFlyer’s 2026 creative data shows video and static image ads reward opposite creative qualities, so ad ops teams should plan, budget, and test them separately. Video spend is concentrating: gaming’s top 2% of video creatives captured 60.7% of spend, up from 53.5%, while image spend spread out. Top spenders are testing far more variations, widening the testing gap. Action/Strategy and Puzzle/Lifestyle show format-specific tone and social-proof reversals; Finance is the exception. Teams should use AI-assisted variation, analyze video winners deeply, keep broad image testing, and measure performance at attribute level.
Connected TV (CTV) now accounts for 44% of US TV time, with 72% ad-supported and half on streaming. Global programmatic CTV ad spend hit $5B in Q1 2025 (+10% YoY). AppsFlyer’s new integration with Roku enables end-to-end attribution across CTV and mobile, measuring impressions, installs, and in-app events. Marketers can optimize campaign performance, build audiences, and prove ROI. Key use cases include cross-device attribution, QR code-driven installs, and complementing mobile UA. Roku reaches 90M+ streaming households, offering unmatched scale for performance-driven CTV advertising.
AppsFlyer’s 2026 creative data shows video and static image ads reward opposite creative qualities, so ad ops teams shou...
Q4 2026 planning should treat peak shopping as a compressed event, not a week. Black Friday/Cyber Monday purchase lift r...
Omnichannel analytics unifies customer behavior and campaign performance across mobile, web, CTV, and AI search into one...
Mobile CPI and app store fees are eroding ROAS, making web gaming a viable acquisition channel. Full Unity-to-HTML5 port...
AppsFlyer now attributes AI-driven app traffic on both sides of the funnel: earned organic discovery across 8 AI answer ...
Cross-channel marketing analytics isn't about putting Meta, Google, and TikTok numbers side by side—they often double-co...