Advertising Technology Blog

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.

AI is reshaping discovery, with web traffic declining sharply in information-heavy industries (news -26%, education -22%, health/fitness -16%) while transactional categories like travel hold up. App usage remains resilient, growing across most sectors (retail +6.1%, gaming +9.4%), and paid installs are rising in every industry, reflecting a shift to owned channels. For ad ops, the takeaway is clear: prioritize app-based acquisition, leverage first-party data, and adapt to AI-driven search behavior. Building strong customer relationships directly, rather than relying on SEO-driven web visits, is critical in an era where chatbots can answer queries instantly.

Marketers must shift from ROAS to incrementality and contribution dollars to win CFO trust. Finance cares about actual P&L impact, not activity. Incrementality tests answer what would happen without ad spend, but results come as ranges, which are more honest than false precision. A testing program builds 'progressive truth' over time. The marketers who get budget show incrementality data, contribution margin impact, and forecast accuracy. The role evolves to profit accountability, with tools like Incremental Attribution and Conversion Lift working together. The key move: propose a controlled experiment to align marketing and finance on a shared measurement framework.

GTA VI pre-sales reached $395M with PlayStation leading at 3.15M units vs. Xbox's 0.93M by July 20, already outpacing the cadence of earlier blockbusters. Rockstar's digital ad spend is ramping up after initial waves in late June and mid-July, with TikTok capturing 45% of US spend, Instagram 22%, and Facebook 20%, while X and YouTube trail. The second wave dropped YouTube and Facebook, signaling a focused TikTok-Meta strategy. For ad ops teams, this concentration suggests where gaming audiences are engaging and hints at rising CPMs for gaming-adjacent inventory as November launch approaches. Historical comparisons to GTA V's 11M launch-day units underscore the scale of demand.

CTV has become performance-ready for app marketers. Recent acquisitions (Fox/Roku, Walmart/Vibe) signal a shift to self-serve, measurable channels. Marketers can reuse existing UA creative instead of producing TV ads. QR codes drive direct response, but halo effects often matter more. Start with small, additive test budgets and measure assists/incrementality to understand true impact. CTV offers a way to find incremental users and diversify beyond paid social.

July 2026 mobile gaming revenue hit $6.6B (+7.7% MoM), with Pokémon GO and Honor of Kings leading growth via anniversary events and localized IP collabs. Live-ops calendars remain critical: major updates, esports, and cultural moments drive engagement and spending. Downloads reached 3.72B (+2.2%), led by ROBLOX and Free Fire, while hypercasual and World Cup-themed games surged. For ad ops, prioritize high-engagement windows around live events, leverage IP crossover audiences, and consider market-specific peaks (e.g., US 29.5% revenue share). Brands should align campaigns with seasonal content drops and user acquisition spikes.

TikTok is offering new advertisers up to $6,000 in ad credits through a tiered spend incentive ($100/$500/$1500) that includes 1-to-1 expert support at the top tier. However, eligibility is restricted to new SMB self-serve accounts, and credits expire. Alongside the offer, TikTok has rolled out several ad tech innovations—Symphony AI creative suite, Streaming Ads, Agentic Hub, Market Scope, and new MMM data—that provide actionable opportunities for testing and scaling performance. Ad ops teams should review eligibility criteria carefully and consider leveraging these tools to maximize ROI during the promotional window.

TikTok for Business is rapidly expanding its ad tech stack with AI-powered creative tools, new ad formats, and enhanced measurement. Key updates include the Symphony creative suite with Dreamina Seedance 2.5, the Agentic Hub for AI-managed campaigns, Streaming Ads for subscription growth, and GMV Max for TikTok Shop ROI. New analytics via Market Scope and the Attribution Portfolio promise deeper audience insights and full-funnel measurement. Salesforce CRM integration streamlines lead transfer. A limited-time offer provides up to $1500 in ad credits for new advertisers, incentivizing adoption of these advanced solutions.

The Liftoff Monetize SDK combines a minimal footprint with full monetization power. Under 1 MB on Android and 5.12 MB on iOS, it is the lightest SDK in a June 2026 benchmark, easing integration and reducing dependencies. Despite its size, it supports all ad formats, in-app bidding across major mediation platforms, and hybrid CPM floors. With over half of advertiser revenue from non-gaming verticals, demand diversity boosts competition and cuts revenue volatility. For ad ops decision-makers, this means faster startup, less app bloat, and effective monetization without trade-offs—critical for lean apps and valuable for any genre.

India's mobile app market hit record revenue of $345M in Q2 2026, with non-gaming up 50% YoY. For ad ops, key opportunities lie in short drama apps (Story TV tripled ad spend), AI subscriptions, and ad-supported games like arrow puzzles, which generate over 11% of global ad revenue from India. Gaming revenue grew 10% YoY, outperforming global decline. Hypercasual game ad revenue rose 180% QoQ. India is transitioning from an acquisition market to a monetization powerhouse, offering scalable ad inventory across entertainment, local commerce, and casual gaming.

Holiday shoppers turn to video for authentic validation, with 94% of YouTube users taking further purchase steps after watching. For ad ops decision-makers, new retail best practices drive direct conversions: Checkout Links, now available in nine additional markets, direct shoppers to optimized checkout pages, boosting conversions by 6% on average for Demand Gen campaigns. Upgraded tROAS bidding prevents early caution, helping campaigns hit targets faster. Create frictionless commercial experiences by integrating product feeds, amplifying creator content with affiliate partnerships, and enabling purchases directly via checkout links or Universal Commerce Protocol (U.S. only). These features turn holiday inspiration into bottom-line growth.

Reddit's engaged, niche audiences offer advertisers a high-intent opportunity. With 33% retention (beating X and TikTok), US users spend 1h50m/week on app and 3.5h on web. Demographics skew male (64%) and under 45 (89%). Top personas overindex: LGBTQ Daters (2.07x), PC Gamers (1.83x). Impressions mostly on Instagram (29%), then Reddit (18%). Ad spend is down 5% YTD while impressions rose 20%, creating a rare window. Key mismatch: Shopping, Media, CPG underrepresented on Reddit despite high exposure elsewhere. Actionable: target specialized subreddits where competition is thinning.

Mobile engagement during the football tournament was fragmented, not continuous, with spikes lasting ~3 minutes around goals and pauses. Purchases peaked at halftime, not during play. Emotional stakes drove higher engagement than audience size—the third-place match outperformed the final (+21.7% vs +6.3% lift). Local factors (regulation, payment infrastructure, routines) caused market-specific behaviors. The customer journey continues post-match, requiring measurement beyond live events. Ad ops should align campaigns with attention patterns, optimize for local nuances, and track the full funnel.

H1 2026 gaming market shows stable demand but tighter competition. Mobile IAP held at ~$40B while downloads fell 12%. Ad impressions surged 14% to 1.4T and spend rose 8% to $7B, despite flat engagement—raising CPMs and cost of user acquisition. PC/console sales were flat, with EA SPORTS FC 26 leading due to the World Cup. For ad ops, the key takeaway is a mature market where efficiency, event-driven targeting, and selective investment in growth areas like hybridcasual mobile games and World Cup-themed live ops are critical to maintain ROI.

Japan's app market is poised for growth with 85% smartphone penetration and 68% iOS share. The new Mobile Software Competition Act opens opportunities for third-party stores and alternative payments. Key data from Adjust's report: stock trading app installs surged 90% YoY in H1 2026. The report provides benchmarks for gaming, finance, entertainment, and comics. Ad ops decision-makers should act early to capitalize on increased competition and iOS dominance.

Sensor Tower's integration with Google Ads via Pathmatics enables advertisers to directly access Meta and TikTok creative assets within Google Ads, streamlining campaign creation for Performance Max and Demand Gen. This move eliminates the need to leave the platform, saving time and leveraging proven assets. Based on recency and relevance, the feature helps repurpose top-performing creatives, reducing guesswork. For ad ops decision-makers, this means faster campaign setup and improved ROI by using cross-platform insights directly in Google's ecosystem.

Adjust now supports ChatGPT Ads measurement, enabling advertisers to attribute installs and post-install events from campaigns within ChatGPT. The integration provides URL templates for clicks and impressions, and uses the Conversions API to report conversions back to OpenAI. Advertisers can configure the module in Adjust by entering API credentials and mapping events. This allows tracking of key metrics like impressions, clicks, spend, CTR, CPC, and CPM, making ChatGPT Ads a measurable, data-driven channel for user acquisition.

Meta introduces the Holiday Insights Center, offering data-driven strategies for small businesses to maximize holiday sales. Key insights: 85% of shoppers buy in-store after seeing products on social media; 59% message businesses during holidays; AI adoption is rising among shoppers and can streamline operations; 94% of shoppers use creator content for guidance. Advertising ROI is strong: $4 back per $1 spent. Actionable steps include optimizing social profiles, enabling messaging tools, leveraging AI, collaborating with creators, and updating data setups like Meta Pixel and Conversions API. The free Holiday Playbook provides step-by-step guidance.

World Cup data from Liftoff's SSP shows ad impressions in sports scoring apps nearly doubled (+90%) and unique audience grew ~40% during the tournament, highlighting massive second-screen engagement. BeSoccer reported DAU +63% and visits +128%. Despite high attention, mobile ad investment ($0.07/user hour) lags far behind TV ($0.38). For ad ops, the key insight is to plan multi-screen campaigns that complement TV with premium in-app inventory during live moments, capturing intentional attention where fans actively seek scores, stats, and highlights.

TikTok For Business is courting new advertisers with a tiered credit promotion: spend $100/$500/$1,500 and receive equivalent ad credits, with the top tier adding 1:1 expert support. For ad ops decision-makers, the surrounding content underscores a strategic shift: marketers should embrace marketing mix modeling (MMM) rather than last-touch ROAS, leverage full-funnel AI automation, and use seasonal/industry playbooks (beauty, fashion, sports) to align creative with intent. Key takeaway: combine offer-based trial with longer-horizon measurement and structured content planning to maximize TikTok ad efficiency.