This article discusses how AppLovin's in-house creative team SparkLabs uses AI to enhance ad creative production. Key benefits include faster content generation, format freedom, automation of repetitive tasks, and improved marketing ROI. A case study on Lion Studios' 'Wordle!' CTV campaign shows that AI-assisted ads led to a 6.3% increase in installs while maintaining ROAS.
Tools used include ChatGPT/Bard for scripting, Synthesia/PlayHT for voiceover, Dall-E 2/MidJourney for art, and Runway/DeepMotion for animation. Best practices emphasize using legally compliant tools (avoiding full AI output), maintaining human oversight, and experimenting iteratively. AI is not a replacement but an accelerator for creative workflows.
Advertisers are advised to hone prompt skills, invest time in training AI models, and foster an experimental culture. SparkLabs offers these AI-driven services to help brands achieve higher engagement and user acquisition through data-driven creative.
Amplify SF 2023 focused on AI advancements in ad tech. AppDiscovery's AI tackles slow learning, expensive testing, and scaling issues. Key advice: set realistic goals, expand geo coverage, remove caps, use open budgets, and try multi-campaign types. AI-driven creatives from SparkLabs boost output and efficiency. Scopely's Monopoly GO! success highlights social features and data-driven UA.
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.
WWDC26 focused on AI, with minimal changes to iOS attribution. Apple introduced Foundation Models, Core AI, and App Intents updates, but no significant AdAttributionKit or SKAN updates. For ad ops, this means continuity in measurement strategies. Key AI announcements include Siri AI, Xcode 27 agentic coding, and cross-developer subscription bundles. The lack of attribution changes provides stability for teams optimizing existing iOS measurement approaches.
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.
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%).
Gemini AI now powers Google Ads' conversational experience, helping advertisers create better Search campaigns. Small businesses are 42% more likely to achieve Good/Excellent Ad Strength, correlating with 12% more conversions.
Performance Max, an AI-powered campaign launched in 2021, now enables marketers to generate text and image assets in seconds using AI. New features include asset generation, image editing, and campaign-level brand exclusions. All generated images are watermarked with SynthID for transparency.
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