In the post-iOS 14 landscape, ATT prompt opt-in rates are around 40-50%, yet IDFA collection rates remain low. Key reasons include: over 30% of devices are LAT-enabled or restricted (e.g., minors, education mode) and never receive a prompt; and about 55% of app owners avoid implementing the ATT due to fears of user churn, instead using alternatives like SKAdNetwork or probabilistic modeling. However, if 80% of apps deployed the prompt, consenting users could rise from 13% to 24%, significantly enhancing attribution capabilities.
To bridge the gap, apps should carefully time the prompt, target existing users, customize the purpose string, and use a pre-ATT prompt to explain value, thereby minimizing churn while boosting opt-ins.
Mobile shopping apps drive 3x higher conversion than mobile web. Granular measurement, deep linking, fraud protection, and re-engagement are key. Personalization and privacy compliance balance is crucial for success.
App engagement is vital for retention and monetization. Key metrics include sessions, retention, and DAU/MAU. Strategies: effective onboarding, personalization, push notifications, and deep linking improve engagement and reduce churn.
SKAdNetwork reveals advertiser-publisher connections, showing Social and Gaming apps drive 92% of paid installs. Privacy thresholds cause conversion value nulls, impacting optimization. Advertisers must adapt campaign structures to overcome NOI decline and leverage limited data for LTV predictions.
ROX measures financial impact of customer experiences on campaigns, focusing on contextualized, personalized, and frictionless CX to boost engagement and LTV.
The Nordics have high mobile usage, with increased app installs during the pandemic. Women dominate mobile gaming but men spend more. Poor UX and privacy concerns remain, though users welcome iOS 14 changes. Marketers should measure, invest in mobile, prioritize UX, and build trust.
Cross-channel marketing analytics isn't about putting Meta, Google, and TikTok numbers side by side—they often double-count the same customer journey. Fragmented identity is the real culprit; without a first-party Customer User ID, attribution measures platform credit, not customer value. The article explains that deduplicating conversions across mobile, web, and CTV can lift attributed revenue by 30–60% and improve ROAS by 20%. It walks through attribution models, warns against platform-native analytics, and advises using an independent MMP for true cross-channel measurement. Ad ops takeaway: fix identity resolution first, because AI-driven optimization and budget allocation depend on trustworthy, deduplicated data.
Programmatic advertising automates media buying using AI, enabling real-time ad sales and personalized targeting. It spans channels like display, video, and social, offering efficiency and lower costs.
The open internet presents unique challenges for performance advertising: fragmented identity, closed first-price auctions, and non-stationary supply. Moloco's CARA compound architecture tackles this with six integrated technical domains—Campaign Automation, Supply, Ad Recommendations, Bidding, Creative, and Signals—running on a unified ML infrastructure. Key insights for ad ops: the system continuously learns from every interaction, uses knowledge distillation to serve real-time predictions under 10ms latency, and validates improvements through rigorous live experiments. In 2025, 65 validated model updates reduced CPA by 17% and improved ROAS by 27%. The key takeaway: compound AI architectures that connect prediction, bidding, creative, and data can unlock measurable performance gains beyond walled gardens.
Cross-channel marketing analytics isn't about putting Meta, Google, and TikTok numbers side by side—they often double-co...
A leading eCommerce loyalty platform integrated AppsFlyer's deep linking and audience segmentation with Braze's engageme...
Mobile engagement during the football tournament was fragmented, not continuous, with spikes lasting ~3 minutes around g...
Marketing attribution is critical for connecting spend to revenue, but platform self-reporting and last-click bias disto...
Ad ops decision-makers face four structural problems in marketing stacks: platform fragmentation, channel silos, funnel ...
Mobile app measurement has solved the single-channel problems that plague other digital channels—independent attribution...