GoogleGoogle

Get creative with generative AI in Performance Max

By Pallavi Naresh·Nov 7, 2023·3 min read

Summary

Performance Max, Google's first AI-powered campaign launched in 2021, has evolved with new features like campaign-level brand exclusions, asset group reporting, and search themes. At Google Marketing Live, generative AI features were announced, now rolling out in beta to US advertisers. Marketers can generate text and image assets in seconds, with Google AI considering performance data.

Image editing capabilities allow enhancing existing assets. Generated images are unique and watermarked with SynthID for transparency. The beta will be available to all US advertisers by year-end, empowering marketers to create high-quality assets at scale across Google's inventory.

You Might Also Like

AppsFlyerAppsFlyer

Marketing attribution guide: Best practices to optimize your ROI

Marketing attribution identifies which channels drive conversions, helping allocate budgets effectively. It uses models like single-touch (first/last click) or multi-touch (linear, time-decay) to assign credit across customer journeys. Challenges include privacy changes and tracking difficulties, but solutions like MMPs and AI can help optimize campaigns.

Shani Rosenfelder·Oct 11, 2023·5 min readRead article →
MolocoMoloco

Inside Moloco's CARA: the AI that compounds

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.

Tal Shaked·Aug 7, 2026·14 min readRead article →
TikTokTikTok

TikTok 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.

MCP from TikTok and·Aug 3, 2026·3 min readRead article →
TikTokTikTok

TikTok Advertising Blog: Find Product Updates, Insights & Tips

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.

MCP from TikTok and·Aug 3, 2026·3 min readRead article →
Liftoff(Vungle)Liftoff(Vungle)

19 Tips and Tricks From Liftoff’s 2023 Mobile Heroes

Mobile marketing experts recommend trusting teams, embracing authentic UGC ads, leveraging AI for personalization, simplifying creatives, updating funnels, focusing on user motivations, testing continuously, and building strong partnerships.

Mobile Heroes·Jan 18, 2024·5 min readRead article →
TikTokTikTok

Audience Targeting Best Practices | TikTok For Business Blog

TikTok recommends broad targeting for most advertisers, as it outperforms narrow targeting with lower CPA and higher conversion rates. Use Smart Targeting to expand when performance drops. Validate that advanced techniques beat broad targeting.

removing the auto targeting·Nov 1, 2023·8 min readRead article →
AppsFlyerAppsFlyer

Cross-channel marketing analytics: how it works in 2026

Cross-channel marketing analytics isn't about putting Meta, Google, and TikTok numbers side by side—they often double-count the same customer journey. Fragmented identity is the real culprit; without a first-party Customer User ID, attribution measures platform credit, not customer value. The article explains that deduplicating conversions across mobile, web, and CTV can lift attributed revenue by 30–60% and improve ROAS by 20%. It walks through attribution models, warns against platform-native analytics, and advises using an independent MMP for true cross-channel measurement. Ad ops takeaway: fix identity resolution first, because AI-driven optimization and budget allocation depend on trustworthy, deduplicated data.

Rachel Siegman·Sep 3, 2026·14 min readRead article →
GoogleGoogle

Put Google AI to work with Search ads

Gemini AI now powers Google Ads' conversational experience, helping advertisers create better Search campaigns. Small businesses are 42% more likely to achieve Good/Excellent Ad Strength, correlating with 12% more conversions.

Shashi Thakur·Jan 23, 2024·3 min readRead article →

More from Google