The article details significant enhancements to Conversion Rules, a fraud prevention tool that goes beyond attribution to validate post-install activity. Key updates include Flow Checks, which allow advertisers to define expected timing, sequence, and required parameters (e.g., user_id, transaction_id) for events, preventing repeated triggers within defined windows. Source Checks now support server-to-server event validation with optional IP allowlisting to restrict data to trusted sources.
Ad revenue filtering has been integrated, enabling granular controls based on country and source, with test mode for setup validation. Parameter Rules introduce device-level validation requiring specific SDK parameters in payloads; missing parameters flag activity as unverified or untrusted, with options to scope rules by channel. These features collectively reduce noise from invalid repeated activity, spoofed events, and suspicious ad revenue.
For decision-makers, the actionable takeaways are: 1) Implement Flow Checks to enforce event sequencing and deduplication, improving data quality. 2) Use Source Checks with IP allowlisting for S2S events to block unauthorized data. 3) Configure Parameter Rules to catch missing SDK parameters early, reducing fraud.
4) Leverage suspicious ad revenue filters to protect monetization reports. These controls enable more confident optimization and spend allocation by ensuring only high-quality post-install activity influences decisions.
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.
Ad fraud corrupts ML models, skews KPIs, and rewards fraudulent partners. Evaluating fraud data reveals patterns to sharpen targeting, recalibrate KPIs, and turn prevention into growth. Real-time fraud intelligence shortens feedback loops, builds partner accountability, and enables confident budget optimization. Teams that analyze fraud outperform those that only block it.
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.
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.
The article emphasizes that in casual games, standard tournaments (avg 2.5 formats/game) and sprint tournaments (1.4 sprint-goal, 0.9 sprint-time) are now table stakes. However, benchmarking is not enough; strategy lies in layering events. Royal Match leads by stacking win-streak events, co-op challenges, and album chases on weekends to drive revenue. Competitive intelligence should focus on how events work together, not just what competitors run. The 2026 Playbook provides frameworks for puzzle, strategy, and casino genres.
Data collaboration platforms are consolidating under ad-centric owners, threatening measurement neutrality. Publicis bought LiveRamp, WPP acquired InfoSum, and LiveRamp absorbed Habu, leaving AppsFlyer as the only major independent player. Brands must vet partners for conflicts: does the platform or its parent benefit from ad spend? Without independence, budget allocation and ROAS calculations may reflect agency incentives over actual performance. Key questions: revenue from ads, cross-channel attribution consistency, data governance, and auditable methodology.
Retail media networks report ROAS using different methodologies, causing up to 63% fluctuation across networks for the same campaign. This isn't a data quality issue but a structural one. Brands using multiple networks face a fragmentation tax where each network is its own source of truth, and budget decisions based on these irreconcilable figures are misleading. Independent measurement, applying the same attribution logic across all networks, is needed to reconcile data and enable confident cross-channel decisions. The signal infrastructure for this already exists from mobile measurement.
Adjust introduces 'Agentic Growth Management' at MAU Vegas 2026, a goal-driven AI system that automates the campaign opt...
WWDC26 focused on AI, with minimal changes to iOS attribution. Apple introduced Foundation Models, Core AI, and App Inte...
Analysis of 2022 World Cup mobile data reveals that the tournament's largest engagement window occurs early, with sports...
Adjust's presence at MAU 2026 in Las Vegas highlighted its Agentic Growth Management, leveraging AI for automated campai...
Vietnam's app market is growing rapidly with high downloads and engagement. The new Adjust report reveals gaming session...
Adjust MCP server connects Adjust data to external AI tools, allowing teams to query performance data within existing wo...