SparkLabs, AppLovin's in-house creative team, analyzed data from over 200 mobile apps to identify top-performing creative trends and future predictions for 2023. Key insights include: generative AI is transforming production, with AI-generated voiceovers contributing to 29% of creative wins in the past year; AI tools for visuals, 3D, and chatbots will become integrated into ad UIs, enabling real-time personalized experiences. Diversity and representation significantly improve engagement—users connect with characters of various genders, ages, ethnicities, and body types, reaching broader audiences.
Live action creatives, especially user-generated-content-style ads, continue to gain popularity, alongside higher-budget productions. Immersive tutorials with voiceover proved highly effective in 2022, providing value and assisting gameplay understanding; future trends point to interactive elements like chatbots, AR/VR, gyro, and voice recognition to deepen immersion. Clickbait and irrelevant ads are increasingly rejected by users, who demand authentic, non-intrusive experiences.
Actionable advice: leverage AI for content generation, prioritize diversity in character design, use live-action for relatability, and integrate interactive tutorials to drive conversions.
ChatGPT transforms marketing by accelerating research, ideation, and content creation. It aids in market analysis, competitor research, feature brainstorming, and ASO optimization. Marketers can leverage it for efficiency while maintaining strategic oversight.
Effective creator campaigns ditch scripts, use natural hooks, apply trends strategically, and choose right communities. 47% value authenticity, 64% buy after seeing creator ads. Key: let creators speak naturally.
Long-form video ads (31-60 seconds) can outperform short ads by 18-48% in conversions, offering narrative storytelling, detailed user experience demos, engagement opportunities, bottom-funnel targeting, and brand building for mobile campaigns.
Playable ads boost engagement beyond mobile games. Align creative with app experience, keep it simple, reward users, and use specific CTAs. Study data to optimize campaigns for better retention and ROAS.
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.
Paid user acquisition via social, search, programmatic, and influencer ads drives app growth. AppDiscovery simplifies campaigns with ML optimization, CPI-based CTV ads, and creative support from SparkLabs, helping hit KPIs efficiently. Key insight: leverage automation and data-driven targeting for profitable, scalable UA.
Sensor Tower's Churn Analysis tracks new, retained, and resurrected users to understand mobile app churn. Different categories have varying churn rates, e.g., social media apps like Instagram have low churn, while retail apps like Etsy have higher churn. This tool helps optimize user retention strategies.
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.
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