Campaign total budgets are now in open beta for Search, Performance Max, and Shopping campaigns. This feature lets advertisers set a specific budget for a campaign flight, from a few days to weeks, eliminating the need for daily manual tweaks. It optimizes spend to fully utilize the budget by the end date, ensuring no overspend or missed opportunities.
Escentual.com saw a 16% traffic increase during a promotion without exceeding budget or underperforming ROAS.
What's notable here is the shift from daily budget management to campaign-level total budgets, a move that signals Google's increasing automation of pacing and spend optimization. For ad ops teams accustomed to manual tweaking during promotional flights, this feature reduces operational friction but also cedes control to algorithmic decision-making. The practical impact is significant for short-term campaigns like product launches or flash sales, where constant monitoring has been a resource drain.
The Escentual.com case study—a 16% traffic lift without overspend or ROAS compromise—illustrates the potential efficiency gains. However, the key implication lies in the underlying technology: this leverages real-time signals and predictive modeling to adjust bids and allocation, aligning with broader industry trends toward AI-driven campaign management. For UA and monetization strategists, the feature's open beta status suggests a competitive advantage for early adopters, particularly in high-volume retail periods.
Yet, it also raises questions about budget flexibility if performance deviates mid-flight, as manual override options remain limited. Overall, this development reflects the platform's push to automate away routine tasks, freeing teams to focus on higher-level strategy—but it also demands trust in Google's optimization logic.
Adjust Audiences enables ad ops teams to build real-time user segments for personalized campaigns. Key audience types include geographic, acquisition-based, lifecycle, inactivity, revenue, event-based, and combined segments. Sharing dynamic audiences with partners ensures up-to-date targeting, reducing wasted spend and improving ROI. Actionable insights: suppress low-intent users, retarget high-value segments, and automate workflows via partner integrations.
Adjust's SpendWorks unifies ad spend tracking across networks, enabling marketers to collect, validate, and analyze cost data with performance metrics. It supports multiple collection methods including API integrations, scheduling, web-to-mobile spend, and data imports. Key features include 40+ network integrations, automated scheduling with multiple daily pulls, and granular mapping for cross-channel campaigns. This solution reduces manual effort, improves data accuracy, and supports smarter budget allocation for better ROAS.
Adjust's InSight incrementality testing uses machine learning to isolate the causal impact of budget changes, with 95% confidence intervals. Analysis of U.S. tests shows that on iOS, statistically significant lift occurred in ~33% of cases for top platforms, while on Android, ~25% of budget increases led to organic cannibalization. InSight helps ad ops teams separate signal from noise, enabling confident scaling or reallocation decisions. The tool integrates with Adjust's suite, complementing attribution for a complete measurement strategy.
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.
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.
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.
During Songkran 2025 in Thailand, overall app installs rose 8% and sessions 12% YoY. Food & drink apps surged up to 141% in installs and 160% in sessions during the festival. E-commerce saw a post-festival spike (+49% installs). Entertainment apps had longer sessions (+30%), while social and messaging apps also grew significantly. Key actionable insights: align campaigns to pre/during/post phases, optimize for intermittent usage, segment tourists vs. locals, and capture long-term value post-festival.
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