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.
Gen AI apps have become the primary growth engine of the non-gaming market, with revenue surging 232% YoY to $6.1 billion between Q2 2025 and Q1 2026. The US leads with 38% of global revenue, while Japan and Korea emerge as key growth markets. AI Assistants are increasingly concentrated, with ChatGPT dominating, but vertical segments like AI Companions, AI Agents, and AI Image & Video offer fragmented, high-growth opportunities. Lessons from Plaud highlight success through vertical focus, deep localization, and precision advertising. For ad ops, targeting vertical AI segments and localized user acquisition strategies present significant opportunities.
AI is reshaping digital advertising as platforms like ChatGPT and Gemini become new discovery channels. Key findings: ChatGPT ad impressions surged 7x since March 2026, and AI-related ad spend tripled in Q1 2026. Early advertisers are concentrated in Shopping, Software, Travel, and Financial Services. AI assistants drive referral traffic to retailers, with Walmart and Target exceeding 1.5% GenAI share. Competition among AI platforms is intensifying, with Claude gaining professional users. For ad ops, integrating AI into media plans and optimizing for AI-driven discovery is critical.
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.
TikTok launches Agentic Hub, a marketplace for AI-powered advertising solutions built on TikTok for Business MCP. It connects AI agents to advertisers' tools, enabling automated campaign creation, management, analysis, and optimization. The ecosystem includes first-party and third-party AI skills from partners like HubSpot and Wix. Advertisers can reduce manual work, gain insights, and make data-driven decisions. A limited promotion offers ad credits for new SMB accounts spending $100-$1500 within 30 days, with restrictions on eligibility.
One person built, shipped, and marketed a mobile game in 14 days using AI tools, achieving 5,563 installs at $0.39 eCPI on $2,200 spend. MCPs (Model Context Protocol) were critical for agentic workflows. The AI agent CLAW managed ad campaigns via AppsFlyer MCP and BigQuery. Data Locker streamed raw data for analysis. Key takeaway: vendors must offer MCPs for fast, agentic data access; measurement stack (Data Locker, ROI 360, Creative Optimization) is essential for solo teams; human+AI beats AI alone.
Meta announces end-to-end creative AI tools enabling brand-aware ad generation, testing, and optimization for all marketers. Key updates include a unified Creator Marketing Hub combining Instagram and Facebook creator discovery, plus AI agents connecting customer conversations to conversions. A study of 1M+ campaigns shows $4.13 average revenue per dollar spent (up 25% since 2022). New features: brand memory for consistent creative, enhanced text generation, language translations (11 languages), and integrated creative approval workflows.
Cross-platform measurement resolves the common problem of fragmented, device-level reporting that inflates ROAS and misallocates budgets. By unifying customer identity across web, mobile, CTV, and other surfaces, marketers gain a single view of LTV and attribution. AppsFlyer provides this via CUID stitching and Product Line grouping, enabling real-time, deduplicated insights without manual BI work. Key benefits include accurate cross-platform ROAS, elimination of duplicate attribution, and reliable data for AI-driven optimization.
Most fintechs (80%) use AI but only 29% see results due to data fragmentation and unclear priorities. Successful teams start with one workflow using existing attribution data. Examples: GCash used Agent Hub for anomaly detection, saving 3+ hours/week; Flip automated reporting via AppsFlyer MCP for a team of three. Key insight: connect clean, existing data to AI tools, don't wait for perfection. AppsFlyer provides a starter kit with prompts and a 30-day plan.
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