First-party data, collected directly from users with consent, has become essential for marketers as privacy regulations and platform changes restrict third-party data access. It offers advantages like accuracy, compliance, and full control. The guide covers collecting data legally with user-friendly UX, maintaining clean data through tools and taxonomy, and using it internally for product development, marketing personalization, and CRM.
Externally, first-party data can be leveraged via custom audiences and commerce media networks, which use privacy-enhancing technologies for secure collaboration. Balancing first-party with third-party data and investing in robust strategies are key for future success.
This guide helps app marketers select a Mobile Measurement Partner (MMP) by covering essential features like privacy-first measurement, unified attribution, fraud protection, and advanced analytics. It emphasizes choosing an MMP that integrates easily, scales with business growth, and provides reliable data for optimizing marketing ROI across teams.
A/B testing on Google Play and App Store optimizes app listings. Google tests icons, descriptions, graphics; Apple tests icons, screenshots, videos. Both improve conversion and retention but have limitations like single-variable focus and lack of post-install data. Adjust enhances analysis with attribution and analytics.
Subscription apps face data challenges in measuring user journeys across platforms. Key issues include collecting real-time events, validating receipts, and netting revenue after commissions. Solutions range from in-house development to third-party tools, each with tradeoffs between flexibility, cost, and focus.
Deep linking boosts sports betting app growth by directing users to specific content, reducing drop-offs, and improving attribution across multi-device campaigns.
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.
Attribution connects user actions to marketing efforts, solving double counting in sports betting. MMPs provide unbiased data across channels, using last-touch attribution and attribution windows. CTV assists installs, and combining attribution with incrementality optimizes strategies.
Earned media is unpaid, third-party brand exposure from reviews, shares, or media mentions. It builds trust, expands reach, and boosts SEO. Marketers can leverage it via customer reviews, influencer endorsements, and UGC.
Non-gaming apps can reduce CAC by advertising on gaming platforms, reaching 3.3 billion monthly players. Creative formats like playable and rewarded video ads boost conversions. Key challenges include identifying high-value users and allocating sufficient budget for algorithm optimization. Successful examples include Buddy AI and food delivery apps.
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...