Advertising Technology Blog

A new study shows only a 4-point gap between Gen Z and Boomers in app motivations, revealing generational differences are overstated. Lifestage and platform usage are far stronger predictors of behavior than age.

Unity Vector expands its ROAS suite with D28 Ad Revenue ROAS and D28 Hybrid ROAS campaigns, enabling advertisers to optimize for long-term user value across ad-only and hybrid monetization models. Closed beta results show significant lifts in retention and ARPU compared to D7 campaigns: D28 Ad Revenue ROAS achieved up to +62% median D28 retention uplift and +68% ARPU uplift; D28 Hybrid ROAS saw +76% retention and +41% ARPU uplift. This completes Unity's D28 ROAS offering alongside existing IAP ROAS, allowing advertisers to target users whose value builds beyond the first week.

Google is testing new AI-powered ad formats in Search using Gemini models. Conversational Discovery ads answer specific queries with tailored creative, while Highlighted Answers surface relevant sponsored recommendations. AI-powered Shopping ads generate custom product explainers, and Business Agent for Leads provides real-time chatbot interactions. The Direct Offers pilot expands with promotion bundling, native checkout, and travel deals. 75% of users make faster decisions with AI Mode. These innovations shift ads from static listings to helpful, conversational experiences, building trust through independent AI explanations and clear sponsorship labels.

Asset Studio helps create Google Ads assets from briefs, brand guidelines, and goals. It generates multiple themes, allows refinement via natural language, and soon integrates Gemini Omni for video. 1-Click A/B Testing measures performance.

Google introduces Ask Advisor, a unified AI agent that works across Google Ads, Google Analytics, and Google Marketing Platform to provide proactive, personalized recommendations. It orchestrates expert agents to help marketers streamline campaigns, from idea to launch. For example, users can ask to find new customers for specific products, and Ask Advisor pulls data from Merchant Center to set up campaigns in Google Ads. It also surfaces insights from multiple platforms, explaining what worked and suggesting next steps, making advanced features accessible to non-experts.

Ask Advisor unifies Google Ads, Analytics, and Marketing Platform agents into a single AI collaborator. It offers proactive recommendations, simplifies campaign setup, and provides insights across products, saving time for marketers of all skill levels.

Mobile performance marketing succeeded by building a signal infrastructure—independent attribution, fraud protection, and structured postbacks—that fed optimization-grade data to ad platforms. Web measurement has lagged, relying on fragmented, platform-reported metrics. As AI-driven campaign optimization becomes standard, bad signals amplify errors. AppsFlyer’s Web Performance Measurement brings mobile-grade signals to web: independent attribution, server-to-server postbacks, cross-platform closed loops, and unified cost/revenue measurement. For ad ops decision-makers, this means one truth source, actionable optimization signals across networks, and complete omnichannel ROAS visibility—enabling AI to compound advantage, not error.

Google Marketing Live 2025 introduces AI-driven innovations leveraging Gemini to transform advertising. Key updates include next-gen ad formats for AI Search, 'Ask Advisor' unified agent across Google platforms, enhanced Asset Studio for creative scaling, and new YouTube features for creator partnerships and Demand Gen. The agentic commerce era advances with Universal Commerce Protocol expansion and new tools for product discovery. For ad ops, AI handles complexity, enabling faster, smarter decision-making and growth.

Retail media networks report ROAS using different methodologies, causing up to 63% fluctuation across networks for the same campaign. This isn't a data quality issue but a structural one. Brands using multiple networks face a fragmentation tax where each network is its own source of truth, and budget decisions based on these irreconcilable figures are misleading. Independent measurement, applying the same attribution logic across all networks, is needed to reconcile data and enable confident cross-channel decisions. The signal infrastructure for this already exists from mobile measurement.

Adjust MCP server connects Adjust data to external AI tools, allowing teams to query performance data within existing workflows without manual transfers.

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.

In 2025, AI agents will automate ad production and UA, reducing personnel needs. Privacy concerns persist despite Google's cookie reversal, driving contextual targeting and new identifiers. Advertisers will explore CTV and in-app inventory via cost-per-outcome deals. M&A activity ramps up, with deal volume up 118% YoY. AI-generated creative becomes crucial as targeting narrows, enabling scalable, varied ad creatives.

Meta's articles highlight best practices for Q5 marketing for mobile game developers, insights from 2024 Global Agency Summits, and tips to build business with Meta. Readers are encouraged to log in for personalized support.

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.

The article argues that shifting search budgets to social platforms like Meta is justified. Key insights: Google's search ad share is declining; short-form video is the new search result; AI summaries drive clicks to social proof; and incrementality data shows Meta is 2.3x more efficient for new customer acquisition than search. Actionable steps: rebalance budgets based on marginal efficiency, treat product catalogs as search assets, invest in visual content, and use geo-tested incrementality measurement.

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.

TikTok Mini Series lets brands publish episodic drama content. With TikTok Growth Max, it boosts discovery, engagement, and conversion. Testing shows up to 3x higher D0 ROAS. Available in select countries and globally for organic posts.

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 Ads Manager 101 provides a walkthrough for new advertisers, emphasizing account setup, campaign structure, and Smart+ AI automation tools. Key insights: the platform focuses on full-funnel impact (awareness, consideration, conversion), creative flexibility with native-style ads, and targeting capabilities. A limited-time incentive offers up to $6,000 in ad credits based on spend tiers. The guide underscores TikTok's push to lower barriers for SMBs while integrating automation (Smart+ solutions) for optimization. Decision-makers should note the emphasis on time zone settings, Business Center for multi-account management, and the 30-day spend window for credit eligibility.

GMV Max automates TikTok Shop advertising to drive GMV uplift—early testers saw a 20% increase. It combines paid ads, organic content, LIVE, affiliates, and coupons into one ROI-optimized campaign. Sellers set budget and ROI goals, and automation manages creatives. New features include Pro ROI (factoring operational costs), Creative Hub for asset visibility, LIVE enhancements, and spillover reporting. Available in all TikTok Shop markets, no creative minimum required to start.