Since Apple's ATT framework launch over four years ago, opt-in rates have trended upward, with Q2 2025 reaching 35% globally (up from 34.5% in Q2 2024). Education apps saw the largest gain, from 7% to 14%, highlighting improved onboarding and pre-permission prompts. Gaming remains the top vertical, with subgenre variations: sports at 50%, hyper casual at 43%, action at 40%, and board games at 30%.
Cross-promotion within hyper casual boosts opt-in to 51% vs. network average 43%. Country-level data shows Brazil (50%), UAE (49%), and Turkey (42%) leading, while Canada (29%) and Australia (27%) show meaningful gains.
The key takeaway for ad ops: prompt design, timing, and user education drive significant differences. Even small improvements in opt-in rates expand addressable iOS audiences, benefiting predictive models and campaign optimization. Investing in ATT flow UX is a strategic lever, not just compliance.
For shopping app marketers, Q4 offers the highest competitive intensity, with installs surging 104% YoY and sessions up 42%. Key strategies include planning early for Black Friday/Cyber Monday, testing creatives before CPI spikes, and maintaining momentum into December. Deep linking is critical to convert high-intent traffic, and retention efforts should parallel acquisition to counter low Day 1 retention (12.8%). Diversifying channels (CTV, AR) and preparing post-holiday win-back campaigns further optimize ROI during this decisive quarter.
Adjust's bulk QR code generation enables marketers to create thousands of branded, deep-linked QR codes from a spreadsheet or API, eliminating developer dependency. Each code embeds attribution data for real-time performance tracking at campaign, store, or salesperson level. This empowers offline-to-app, CTV-to-app, and desktop-to-app use cases, turning QR campaigns into measurable growth drivers.
Mobile marketing automation is critical for scaling ROAS by enabling real-time, data-driven campaign optimization. Key strategies include setting automation rules for bid/budget adjustments based on performance thresholds, implementing anomaly detection to prevent wasted spend, and using smart alerts for timely budget reallocation. A case study from Melsoft Games shows that automation allowed testing hundreds more creatives without extra time or cost. For ad ops leaders, the takeaway is that automation reduces manual bottlenecks, improves reaction speed, and directly boosts ROAS when integrated with attribution and analytics tools.
AI is transforming mobile growth stacks from reactive, fragmented systems into unified, predictive platforms. Marketers move from manual dashboard analysis to conversational AI that delivers instant insights and proactive optimization. Predictive AI flags risks early, enabling faster decisions and reducing wasted spend. The shift empowers marketers to focus on strategy rather than data assembly, with tools like Adjust Growth Copilot providing a single interface for querying, analyzing, and optimizing performance in real time.
Dynamic deep linking solves scalability issues in mobile campaigns by generating link parameters in real-time via APIs, enabling precise routing to in-app content without manual overhead. It improves attribution accuracy, supports referral programs, content sharing, product feeds, and web-to-app transitions. Branded short links boost CTR, while automated workflows reduce operational costs and errors. For ad ops decision-makers, this means faster campaign launches, cleaner data for ROI analysis, and consistent user journeys across channels.
Adjust and Google Ads launch a web-to-app handbook. Users view 4.2x more products in apps, with 3x higher conversion rates. The guide covers campaign setup, attribution, deep linking, and optimization strategies for mobile advertisers.
Global app installs rose 13% YoY and sessions 5% in H1 2026, signaling sustained growth despite market saturation concerns. Casual gaming saw a 55% surge in sessions, while e-commerce install day engagement improved across all regions, with North America reaching 1.34 and LATAM 1.4. Finance apps saw installs up 5% but sessions up 29%, underscoring the importance of retention. Ad ops teams should prioritize casual gaming, optimize install day experiences, and prepare for a strong H2 holiday peak, leveraging accurate measurement to allocate budgets effectively.
Snapchat Unified Attribution is now officially available to Adjust customers, marking a shift from platform-only reporting to real-time optimization driven by MMP conversion signals. This capability minimizes discrepancies between Snapchat's reported metrics and cross-channel MMP data, letting ad operations teams act on trusted, unified data for budget allocation and campaign delivery. Advertisers can now optimize for real-time MMP signals, scale spending with greater confidence, and evaluate Snapchat's contribution to business outcomes within the same measurement framework as other channels. To maximize benefit, ad ops decision-makers should verify their Adjust event mapping and conversion event reporting are accurate, ensuring Snapchat's optimization aligns with existing measurement standards.
Snapchat Unified Attribution is now officially available to Adjust customers, marking a shift from platform-only reporti...
E-commerce apps continue to gain momentum, with global installs and sessions up and North America leading regional growt...
Incrementality testing complements attribution by quantifying the causal impact of marketing spend. For ad ops decision-...
Global app installs rose 13% YoY and sessions 5% in H1 2026, signaling sustained growth despite market saturation concer...
CTV has become performance-ready for app marketers. Recent acquisitions (Fox/Roku, Walmart/Vibe) signal a shift to self-...
Japan's app market is poised for growth with 85% smartphone penetration and 68% iOS share. The new Mobile Software Compe...