The article highlights the evolving state of shopping and e-commerce app performance in 2025, based on Adjust's shopping app insights report. Globally, e-commerce app installs rose 16% YoY in 2024 but declined 14% in H1 2025, while sessions increased 2%, indicating a strategic focus on user quality over volume. Specifically for shopping apps, installs dropped 18% while sessions fell only 1%.
Regional variances are significant: LATAM leads with installs up 18% and sessions up 27% in H1 2025, followed by APAC (installs +13%, sessions +2%). Fast-growing markets include Thailand (+180% installs), Brazil (+48%), and Malaysia (+12%). Marketplace apps dominate engagement, accounting for 60% of global sessions and achieving the highest day-1 retention at 24.8%, far above the e-commerce average of 13%.
Session length slightly decreased to 9.89 minutes. On cost metrics, global CPI for e-commerce fell to $0.99 in Q1 2025, with marketplace apps at $0.89 and shopping apps at $1.01. North America remains the most expensive at $2.70, while APAC dropped to $0.90.
Revenue per monthly active user (ARPMAU) averaged $7.80 globally in 2024, with LATAM leading at $16.59. The article identifies five key trends: quick commerce projected to reach $195B, voice commerce to generate $151.4B, AI-powered chatbots becoming conversion engines (80% of retailers adopting), privacy-first personalization as cookies decline, and D2C brands investing heavily in mobile apps. Actionable takeaways for ad ops include focusing on high-quality user acquisition via deep linking and TrueLink, preparing for Q4 shopping season with early testing and channel diversification, and leveraging AI for personalization and measurement in a privacy-first landscape.
The article's data on e-commerce app installs declining 18% while sessions only dipped 1% in H1 2025 signals a broader industry pivot from volume-driven UA to quality-focused re-engagement. For UA managers, this reinforces the need to rebalance spend toward retention and deep linking, especially as CPI diverges dramatically by region—North America at $2.70 vs. APAC at $0.90.
The regional disparities, such as LATAM's 18% install growth and Thailand's 180% surge, highlight where incremental UA budgets may still yield volume without sacrificing efficiency. The five trends—quick commerce, voice commerce, AI chatbots, privacy-first personalization, and D2C app investment—are not new but their convergence is accelerating. The key implication for monetization strategists: the data confirms that marketplace apps dominate engagement (60% of sessions from 20% of installs), making them prime candidates for in-app advertising and dynamic yield optimization.
Meanwhile, the shift toward privacy-first measurement (ATT, cookie deprecation) means legacy attribution models will increasingly underreport performance, pushing teams to invest in aggregated modeling and first-party data strategies. The article's emphasis on Q4 preparation is timely; given the compressed shopping window, early creative testing and channel diversification are now table stakes.
Adjust's 2026 predictions emphasize multi-platform measurement, AI-driven decision-ready insights, and linking optimization for growth. Key themes include aggregating signals for privacy-safe personalization, predictive analytics for long-term success, and evaluating paid and organic performance together. Regional highlights: Europe's gaming growth via monetization, China's AI-native entertainment, APAC's market divergence, Japan's demand for integrated measurement. Actionable takeaway: invest in unified analytics that connect mobile, web, and offline touchpoints to optimize user journeys and ROI.
Adjust Growth Copilot, an AI-powered tool, helps app marketers quickly assess campaign performance, identify data anomalies, optimize channel efficiency, discover top creatives, forecast spend, and uncover funnel trends. It converts natural language questions into actionable insights, reducing time spent on dashboards and enabling faster, data-driven decisions for smarter app growth.
Super apps are growing globally, with the market valued at $114.2B in 2025, projected to reach $595.8B by 2034. APAC leads adoption (46.8% market share), while Europe and North America lag due to mature banking and privacy regulations. For ad ops, super apps create closed ecosystems that limit external tracking and attribution, shifting measurement toward lifecycle performance. Independent measurement platforms like Adjust are essential for connecting acquisition, engagement, and monetization data across services. Key verticals include fintech, mobility, and SMB tools.
The 2025 festive season drove significant mobile app activity across categories. Entertainment installs peaked post-Christmas, with video streaming up 54% on New Year's Eve. E-commerce saw highest installs on Dec 26-28, while sessions peaked earlier during deal discovery periods. Finance apps had highest sessions in early December, dipping during holidays. Food delivery maintained steady growth throughout. Gaming installs rose after Christmas, peaking at +18% on New Year's Day. Travel apps peaked Dec 26-28. Key takeaway: marketers should time campaigns to each category's unique engagement windows to maximize ROI.
Conversion Rules by Adjust gives ad ops teams customizable fraud prevention logic beyond fixed filters. It validates installs and events based on business-specific thresholds like app version, region, store source, device trust, and post-install behavior. Three rule types—device-level, skip source, and post-install activity—allow real-time enforcement without engineering effort. This ensures misaligned traffic is stopped before attribution, improving accuracy and budget efficiency. For ad ops decision-makers, it means more precise measurement and protection from non-fraudulent but unusable traffic.
User testing reveals the gap between designer intent and user experience, uncovering silent churn causes like unclear onboarding or passive ad chains. Analytics show what happens; user testing explains why. Small tests (5-8 participants) can identify friction points, and improving retention by 10% can significantly boost revenue without changing monetization. For ad ops, this means better user engagement reduces wasted ad spend and increases lifetime value.
Adjust's Growth Copilot streamlines UA manager workflows by unifying fragmented data, automating insights, and proactive recommendations. It reduces time spent on manual tasks like performance checks, creative monitoring, cohort analysis, and budget planning. Key benefits include auto-flagged creative fatigue, real-time cohort insights, and automated forecasting. The tool transforms reactive UA into proactive decision-making, allowing teams to focus on strategy. For ad ops decision-makers, this means faster, data-driven growth with less operational friction.
Adjust's custom dashboards enable mobile marketing teams to build personalized analytics views directly within the platform. Users can choose from templates (cohorts, monetization, overview, SKAN, user acquisition) and customize widgets, metrics, and dimensions. The tool supports custom KPIs, public/private sharing, and eliminates the need for external reporting tools. Available free to all Adjust clients, these dashboards aim to increase team flexibility, speed, and data-driven decision-making by allowing teams to tailor performance views to their specific business models.
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