Insights

AI in Search Ads: How SA360 Builds on Google Ads for Enterprise Growth

Written by Trey Benford | Sep 26, 2025 7:00:56 PM

Once a futuristic concept, AI is now a must-use tool for marketers, revolutionizing how we approach time-consuming tasks and creating unprecedented opportunities, particularly within search advertising. While both Google Ads and Search Ads 360 (SA360) leverage AI, understanding their distinct approaches and capabilities is crucial for determining the best fit for your business, especially as you look to scale.

Search Is Changing: Why Today’s Tactics Demand Smarter AI Strategy

It’s become clear that AI is no longer just a tool for optimization;  it's becoming a central co-strategist for marketers. Google is expanding ad placements into AI Overviews and the new conversational “AI Mode,” placing brands directly within generative summaries and interactive search experiences. The newly announced suite of AI-powered campaigns, “Power Pack,” includes an enhanced Performance Max, AI Max for Search campaigns and improved Demand Gen campaigns.

Alongside creative and automation, measurement is also evolving. Google continues to expand AI-powered attribution and cross-channel insights, giving marketers clearer visibility into what’s driving outcomes.

This shift underscores why enterprise tools like SA360 remain critical in an AI-first world — and raises an important question for your team: which tools can offer the scale, control and insights needed to thrive?

Google Ads Performance Max Campaigns: Powerful Simplicity for Streamlined Growth

Google Ads Performance Max campaigns offer a highly accessible entry point into AI-powered advertising — particularly for small to mid-sized businesses or those with more streamlined campaign structures. Performance Max leverages AI extensively for setup and management, requiring advertisers to provide general inputs while the AI autonomously handles targeting, bidding, placements and creative optimization across Google’s ecosystem.

The appeal of Performance Max lies in its ease of use, speed to launch and automated optimization. For many advertisers, it’s a powerful solution for managing campaigns efficiently within Google’s network.

However, for organizations with more complex marketing needs — especially those managing cross-channel strategies, high-volume budgets or nuanced business objectives — there may come a point where greater visibility, flexibility and platform interoperability become essential. Even with recent updates like channel performance reports and expanded search term insights, you might want: 

  • More granular control over placements and budget allocation
  • Advanced A/B testing capabilities for scaled optimization
  • Multi-channel attribution beyond Google-owned properties
  • Tools to mitigate cannibalization across overlapping campaigns

This is where SA360 enters the conversation. Not as a replacement for Google Ads, but as a platform that gives you more  customization and strategic oversight, so you can scale your efforts. 

SA360 Automation: Extending Google Ads With Enterprise Control and Intelligence

Rather than focusing solely on campaigns within Google’s ecosystem, SA360 helps you manage high-volume, multi-channel campaigns across platforms like Microsoft Advertising, Yahoo Japan Ad and more, all from a centralized hub.

SA360’s AI capabilities are designed specifically for enterprise needs, offering flexibility and intelligence that support more sophisticated marketing strategies.

Advanced Smart Bidding & Portfolio Bidding

While Google Ads offers powerful Smart Bidding features, SA360 takes it further with custom portfolio bidding strategies tailored to your business goals across multiple campaigns and platforms. Its machine learning engine optimizes bids in real time, not just to improve individual campaigns, but to maximize conversions or revenue across your entire search portfolio.

With SA360, you can:

  • Design cross-platform bidding strategies aligned to broader KPIs
  • Leverage familiar strategies like Target ROAS, Target CPA, Maximize Conversions  and Maximize Conversion Value, now with unified optimization across platforms
  • Respond dynamically to performance trends across engines and audiences
Responsive Search Ads (RSA) Optimization With Deeper Insights

Both Google Ads and SA360 support RSA automation, but SA360 offers richer reporting and performance insights. It can show you more granularly which assets are resonating, which combinations perform best and how you can improve ads based on a wider set of signals, like performance across multiple search engines, landing page relevance and historical performance data.

This deeper layer of intelligence can help you fine-tune creative strategies and drive stronger conversion results.

Floodlight Attribution for Holistic Conversion Insights

Floodlight is the conversion tracking backbone of the Google Marketing Platform and when paired with SA360, it provides a consistent way to measure and attribute conversions across search engines, campaigns and even channels beyond Google when tagged correctly.

This gives you both tactical visibility and enterprise-level intelligence. With Floodlight, you can:

  • Apply advanced attribution models (last click, first click, linear, time decay, position-based and data-driven) across all tagged touchpoints
  • Gain clearer insights into how different engines, campaigns and keywords contribute to conversions
  • Tailor Floodlight tags to capture both strategic and tactical actions — from high-value transactions to nuanced micro-conversions
  • Feed attribution insights directly into SA360’s bidding and budgeting models to improve decision-making at scale

The real power comes when SA360’s AI and portfolio bidding layer on top. Rather than raw data, Floodlight becomes actionable intelligence: helping you decide where to scale, where to cut and how to maximize ROI across a complex, multi-engine portfolio.

Beyond AI Features: The Power of Integration and Cross-Channel Control

While SA360 offers powerful AI-driven features, its GMP integration is just as important. Rather than using SA360 in isolation, you can leverage it with:

  • Campaign Manager 360 for ad serving and rich media
  • Display & Video 360 for programmatic buying
    Google Analytics 4 for advanced web and app analytics
Three Key GMP Integration Benefits 

Holistic Campaign Management
Manage and optimize search campaigns alongside display, video and even social media efforts, all through centralized workflows.

Unified Reporting
Consolidate reporting across your digital channels to make better-informed decisions, faster.

Advanced Audience Management
Share and activate custom audience segments created in other GMP products directly within SA360, enabling more precise targeting and personalization.

Adapting for Long-Term Growth 

AI is no longer just changing how campaigns are managed — it’s redefining the very foundation of search advertising. Google’s “Power Pack” makes AI accessible and efficient, while SA360 ensures you can scale those efficiencies across channels, engines and complex portfolios.

Together, they provide a continuum: from powerful simplicity in Google Ads Performance Max to enterprise-grade control, attribution and integration in SA360. For marketers, the opportunity isn’t choosing one or the other — it’s knowing when to layer them to accelerate growth.

Interested in learning more about how you can future-proof your search strategy? Let’s connect