Facebook aims to show users the most relevant and high-quality content from Pages they follow. To define quality, they surveyed thousands of users on factors like timeliness, trustworthiness, shareability, and authenticity. Using machine learning with over 1,000 signals—such as hiding reports and Page completeness—they built an algorithm to detect high-quality posts.
Testing showed increased interactions and fewer hidden stories. The update will roll out gradually, with minimal impact for most Pages but potential reach gains for those with strong engagement. Recommendations include producing quality content and optimizing for engagement.
Analysis of 2022 World Cup mobile data reveals that the tournament's largest engagement window occurs early, with sports entertainment installs spiking 189% and sports news 204% on November 22. Engagement revolves around national team matches, with significant spikes from non-participating markets like China (+1,294% sports entertainment installs). For 2026, brands must adapt in real-time to shifting attention across matches and regions. Adjust's AI-powered attribution and analytics provide the visibility needed to capitalize on these global events.
TikTok's Branded Buzz and Search Hubs enable brands to turn passive discovery into active exploration. Branded Buzz leverages creator content for massive organic reach, while Search Hubs capture high-intent search demand with customizable brand destinations. Keyword Amplifier bridges awareness and search engagement. L'Oréal's campaign achieved 7.5x more organic views, 2.9x uplift in search volume, and 1.9x benchmark for keyword-amplified searches. For ad ops, this bundle drives scalable, measurable mid-funnel performance.
TikTok Market Scope is a full-funnel analytics tool integrating paid, organic, and branded data to map audience journeys from awareness to conversion. Key updates include dual-funnel views for TikTok Shop and web, upgraded Brand Perception with tentpole planning, and IP-level insights for theatrical brands. Data shows consideration audiences drive 1.8x more store visits, 1.5x higher sales response, and 4.2x higher incremental sales than awareness audiences. Actionable for ad ops: leverage Brand Consideration ads to scale mid-funnel audiences and use audience tags for precision targeting.
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.
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.
TikTok's Symphony suite, powered by generative AI, enables businesses to create TikTok-ready videos at scale. Key features include video generation from text or assets, image generation, avatar videos, and multilingual translation. Integration with Dreamina Seedance 2.0 improves product consistency and motion in videos. Available to all TikTok for Business users, outputs are labeled as AI-generated. Ad ops decision-makers can leverage Symphony to streamline ad creation, reduce manual fixes, and scale campaigns efficiently.
Threads Feed now supports third-party content block lists via DoubleVerify, IAS, Scope3, and Zefr. Over 99% of ad-adjacent content is brand safe. New partners Channel Factory and Protected by Mediaocean join for expanded advertiser control.
Early campaign metrics can mislead because they capture high-intent users first, while long-term performance depends on broader audiences and delayed monetization. Learning phases, monetization lag, and incomplete data make early ROAS unreliable. Ad ops teams should evaluate multiple completed cohorts and align optimization windows with conversion events to distinguish genuine trends from initial volatility. Sustainable scaling requires balancing early signals with patience for meaningful patterns to emerge.
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