Summary
Facebook's ad system uses an auction to determine which ad to show a user, aiming to maximize both relevance and advertiser value. The auction considers three factors: the advertiser's bid for a desired outcome, the estimated probability that showing the ad will lead to that outcome, and the ad's quality and relevance. Ads with the highest total value win.
To improve competitiveness, advertisers should set clear objectives, choose appropriate bids (automatic or manual), set sufficient budgets, select the right audience specificity, avoid audience overlap, use flexible placements across Facebook, Instagram, and Audience Network, and enhance ad relevance by monitoring feedback and refreshing creative. New Delivery Insights in Ads Manager help diagnose under-delivery and provide recommendations.
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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.
TikTokTikTok Advertising Blog: Find Product Updates, Insights & Tips
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.
AdjustMobile app trends: H1 2026 benchmarks | Adjust
Global app installs rose 13% YoY and sessions 5% in H1 2026, signaling sustained growth despite market saturation concerns. Casual gaming saw a 55% surge in sessions, while e-commerce install day engagement improved across all regions, with North America reaching 1.34 and LATAM 1.4. Finance apps saw installs up 5% but sessions up 29%, underscoring the importance of retention. Ad ops teams should prioritize casual gaming, optimize install day experiences, and prepare for a strong H2 holiday peak, leveraging accurate measurement to allocate budgets effectively.
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Snapchat Unified Attribution is now officially available to Adjust customers, marking a shift from platform-only reporting to real-time optimization driven by MMP conversion signals. This capability minimizes discrepancies between Snapchat's reported metrics and cross-channel MMP data, letting ad operations teams act on trusted, unified data for budget allocation and campaign delivery. Advertisers can now optimize for real-time MMP signals, scale spending with greater confidence, and evaluate Snapchat's contribution to business outcomes within the same measurement framework as other channels. To maximize benefit, ad ops decision-makers should verify their Adjust event mapping and conversion event reporting are accurate, ensuring Snapchat's optimization aligns with existing measurement standards.
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AdjustTurn incrementality into better budget decisions | Adjust
Incrementality testing complements attribution by quantifying the causal impact of marketing spend. For ad ops decision-makers, key insights: match the metric to the business decision—installs for acquisition, revenue for ROAS. Interpret results by checking incremental effect, statistical significance, and organic cannibalization. Use these to guide budget: increase spend when incrementality is significant and exceeds targets; maintain when stable; reduce or reallocate when lift is low or cannibalization occurs. Never mix metrics from different test types.
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E-commerce apps continue to gain momentum, with global installs and sessions up and North America leading regional growth. As Q4 seasonal peaks intensify and user acquisition costs climb, marketers must prioritize channels that deliver ROI. The new shopping app insights report from Adjust provides essential data on installs, retention, revenue, and UA costs, along with subvertical and regional breakdowns across 21 countries. For ad ops decision-makers, this is a key resource for refining UA strategy, benchmarking performance, and identifying where to invest amid rising competition and a growing number of acquisition channels.
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