Supply Path Optimization (SPO) has become crucial for mobile advertisers as programmatic supply chains grew complex with in-app bidding. While bidding improved publisher yield, it created multiple pathways to the same impression, causing DSPs to receive duplicate bids from different exchanges that artificially inflate prices. SPO strategies help advertisers identify which supply partners add value versus those that don't, allowing them to cut unnecessary intermediaries, reduce hidden fees, and improve campaign performance without losing access to quality inventory.
Marketing attribution identifies which channels drive conversions, helping allocate budgets effectively. It uses models like single-touch (first/last click) or multi-touch (linear, time-decay) to assign credit across customer journeys. Challenges include privacy changes and tracking difficulties, but solutions like MMPs and AI can help optimize campaigns.
The open internet presents unique challenges for performance advertising: fragmented identity, closed first-price auctions, and non-stationary supply. Moloco's CARA compound architecture tackles this with six integrated technical domains—Campaign Automation, Supply, Ad Recommendations, Bidding, Creative, and Signals—running on a unified ML infrastructure. Key insights for ad ops: the system continuously learns from every interaction, uses knowledge distillation to serve real-time predictions under 10ms latency, and validates improvements through rigorous live experiments. In 2025, 65 validated model updates reduced CPA by 17% and improved ROAS by 27%. The key takeaway: compound AI architectures that connect prediction, bidding, creative, and data can unlock measurable performance gains beyond walled gardens.
Mobile market outlook is optimistic with smartphone sales rebounding and gaming revenue growing 4% in 2024. Marketers get bigger budgets using AI, but face privacy and competition challenges. Key reports provide data on ad trends, gaming benchmarks, and subscription insights.
Mobile marketing experts recommend trusting teams, embracing authentic UGC ads, leveraging AI for personalization, simplifying creatives, updating funnels, focusing on user motivations, testing continuously, and building strong partnerships.
TikTok recommends broad targeting for most advertisers, as it outperforms narrow targeting with lower CPA and higher conversion rates. Use Smart Targeting to expand when performance drops. Validate that advanced techniques beat broad targeting.
AppLovin's Q4 2023 updates focus on SDK privacy compliance (UMP, Privacy Manifest), Mediation Debugger, and Ad Review for native ads. Q3 introduced AI-driven UA campaigns, Google CMP prep, and Godot/Unreal plugins. Q2 brought Google Bidding for all, CTV advertising, and A/B testing. Q1 added new bidders, native ad support, and A/B test improvements. These features help optimize user acquisition and monetization.
TikTok's SAN integration and EVTA provide holistic ad attribution beyond last-click, capturing engaged views and clicks. This enhances campaign insights, optimization, and cross-platform performance comparison.
Playable ads drive mobile game installs by letting users try gameplay before downloading. Understanding player motivations through frameworks like GameRefinery's helps target ads effectively. Key features include simple mechanics, visual appeal, and motivational CTAs.
The Liftoff Monetize SDK combines a minimal footprint with full monetization power. Under 1 MB on Android and 5.12 MB on...
World Cup data from Liftoff's SSP shows ad impressions in sports scoring apps nearly doubled (+90%) and unique audience ...
In-app mobile advertising is held back by three myths: low-quality inventory, intrusive ad formats, and reliance on Big ...
Treating DSPs as interchangeable commoditizes ad buying. In reality, models differ sharply: two DSPs can view the same i...
Mobile marketing teams are scrutinizing whether AI improves creative output or just increases volume. Key insights: inad...
The 2026 Finance & Crypto App Performance Benchmark reveals a 47% increase in UA spend and 2.15x re-engagement spend in ...