The Q1 2026 Digital Index report signals a pivotal shift for ad ops professionals. The US mobile market faces headwinds: IAP revenue declined for two consecutive quarters, a trend not seen since the COVID pandemic. In contrast, Western Europe emerged as a bright spot, while Google Play doubled iOS App Store's IAP growth, challenging the narrative of lower-spending users on Android.
Gen AI leader ChatGPT saw revenue growth slow to 4% YoY, while rivals Claude (+235%), Gemini (+119%), and Grok (+103%) surged. Ad spend overall rose 15% YoY to $48B, with Gen AI brands tripling investment to $430M. Reddit was the fastest-growing ad channel, followed by Mobile Apps and Instagram.
Notably, Uber Eats' retail media network capitalized on live sports partnerships, highlighting the growing role of delivery platforms in reaching audiences during major events. In the web market, mobile visits surpassed desktop for the first time, but desktop remains dominant for engagement, accounting for over 70% of time spent. This disparity suggests users browse on mobile but switch to desktop for deeper interactions, a gap AI assistants are starting to bridge.
For ad ops decision-makers, actionable takeaways include: 1) Invest in Western European and Google Play channels to offset US mobile IAP declines; 2) Leverage high-growth Gen AI ad platforms like Reddit and TikTok; 3) Optimize for mobile-to-desktop cross-device engagement, especially during live sports and tax season; 4) Monitor the competitive Gen AI landscape as challengers gain ground.
AI assistants like ChatGPT, Gemini, and DeepSeek are reshaping web discovery, with traffic surging 86% YoY. Mobile now accounts for over half of global visits, yet desktop dominates engagement. Search and social remain dominant discovery channels, but AI users convert at higher rates (e.g., Amazon Rufus shoppers convert nearly 2x). For ad ops, optimizing for AI-driven traffic and cross-platform user behavior is critical.
AppsFlyer MCP connects Claude directly to live attribution data, replacing manual reporting and CSV exports. Gaming teams catch budget anomalies overnight, finance teams compress multi-hour analysis into minutes, and e-commerce teams close the gap between measurement and spend decisions. Setup takes under 60 seconds, enabling real-time queries on channels, cohorts, and ROAS. The key insight is that AI-powered analysis requires live data connections, not stale exports.
Mobile performance marketing succeeded by building a signal infrastructure—independent attribution, fraud protection, and structured postbacks—that fed optimization-grade data to ad platforms. Web measurement has lagged, relying on fragmented, platform-reported metrics. As AI-driven campaign optimization becomes standard, bad signals amplify errors. AppsFlyer’s Web Performance Measurement brings mobile-grade signals to web: independent attribution, server-to-server postbacks, cross-platform closed loops, and unified cost/revenue measurement. For ad ops decision-makers, this means one truth source, actionable optimization signals across networks, and complete omnichannel ROAS visibility—enabling AI to compound advantage, not error.
Analysis of 2022 World Cup mobile data reveals that the tournament's largest engagement window occurs early, with sports entertainment installs spiking 189% and sports news 204% on November 22. Engagement revolves around national team matches, with significant spikes from non-participating markets like China (+1,294% sports entertainment installs). For 2026, brands must adapt in real-time to shifting attention across matches and regions. Adjust's AI-powered attribution and analytics provide the visibility needed to capitalize on these global events.
Instagram deep links suffer from the platform's walled garden, breaking standard links and preventing attribution. AppsFlyer OneLink technology bridges this gap via smart landing pages, enabling proper routing and attribution for bio, Stories, and DM placements. This turns Instagram from a black box into a measurable growth channel, crucial for scaling influencer programs and optimizing spend.
At MAU 2026, the industry agreed that attention, not production, is the bottleneck. Cross-platform web-to-app attribution is now achievable with AppsFlyer's mobile-grade measurement extending to web, giving ad ops a unified view. AI is in production, with Square's team shipping six live workflows. Web-to-app is the most efficient top-of-funnel for app businesses, and retention overtakes acquisition. Ad ops must prioritize clean signal layers and incrementality testing over single-metric attribution.
ChatGPT's DoD partnership caused a 295% daily spike in US uninstalls and a 13% DAU drop, while Claude gained from its refusal, hitting #1 on the App Store. Downloads and ratings for ChatGPT plummeted, with 1-star reviews surging 775%. Advertisers should reassess AI app inventory, noting Claude's growing but smaller audience, and monitor sentiment shifts for campaign placement.
AI is reshaping consumer behavior, with 80% of Google searches ending without a click and half of consumers using AI for product research. This disrupts traditional channels like search (CPC up 10-25%) and affiliate marketing (revenues down 7%). Meanwhile, mobile apps and CTV offer stable, high-engagement alternatives. Advertisers should diversify away from disrupted channels, targeting the independent app ecosystem where Day 30 ROAS can be 116% higher. Key metrics: organic direct traffic share (target >51%) and disrupted channel spend share (target <34%).
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