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How To Use AI in Performance Max to Amplify Results

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As always, the role of marketers is evolving, and it remains as crucial as ever. This holds, especially when managing successful Performance Max campaigns.

The configuration of Performance Max is where you can truly position your campaign for success. However, this doesn’t imply a “set it and forget it” approach.

You possess a deeper understanding of your or your client’s business compared to Google. The inputs you provide, the tests you conduct, the creativity you develop, and the analysis you undertake for continuous refinement and iteration – these skills are essential for success and for distinguishing yourself from competitors.

Having a grasp of how the systems operate and how to guide them is a significant aspect that will set you apart as the usage of AI in marketing continues to advance.

How To Use AI in Performance Max to Amplify Outcomes

What are Google’s Performance Max campaigns?

Google’s Performance Max campaigns are an advertising feature within Google Ads Service that uses machine learning and automation to maximize performance across various campaign goals. Performance Max is designed to help advertisers reach their marketing objectives by automatically optimizing bids, placements, and Ad formats across Google’s advertising inventory.

Here are some key features and aspects associated with Performance Max campaigns:

  • Automated Optimization: Performance Max campaigns use machine learning algorithms to automatically optimize bidding strategies and placements, aiming to achieve the advertiser’s specified goals, such as conversions, clicks, or other key performance indicators.
  • Multi-Channel Reach: Performance Max campaigns are designed to reach audiences across multiple Google properties, including Search, Display, YouTube, and Discover. This allows advertisers to have a more extensive reach and engage with users at different touchpoints.
  • Simplified Setup: While setting up a Performance Max campaign involves providing key inputs and goals, the automated nature of the campaign reduces the need for manual adjustments. However, ongoing monitoring and optimization are still recommended.
  • AI-Powered Decision-Making: The campaign leverages artificial intelligence to make real-time decisions about where and how to place ads based on factors such as user behavior, device type, and contextual relevance.
  • Dynamic Ad Formats: Performance Max campaigns support various Ad formats, adapting to different placements and formats across the Google network. This includes text, image, video, and interactive Ad formats.

Consider The Following In Your Performance Max Campaigns

Let’s explore the existing features within Performance Max that can assist you in steering the AI and optimizing your outcomes.

Bidding Objectives and Targets

Performance Max automatically adapts formats and inventory based on the goals you specify, prioritizing auctions with a high likelihood of achieving results aligned with your campaign objectives.

Hence, it is important to clearly define your goals, aligning them with the key performance indicators (KPIs) you intend to drive through Performance Max. Whether your focus is on maximizing conversions with a target cost per action (CPA) or optimizing for conversion value with a return on ad spend (ROAS) target, setting these goals appropriately is essential.

For those with objectives such as sales revenue, lifetime value, or profit margins, optimizing toward conversion value allows a more direct connection of your bidding strategy to tangible business outcomes.

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First-Party Data

It’s widely acknowledged that integrating a first-party data strategy is becoming increasingly vital in navigating the changing privacy landscape.

Additionally, leveraging first-party data serves as a significant indicator, guiding Google AI to identify more valuable customers and refine your audience strategy. Performance Max offers various avenues for using your first-party data, including the utilization of audience signals, which are discussed in more detail here.

Conversion Value Rules

By using Conversion Value Rules, you can specify a higher-value audience, along with location and device preferences, at the campaign level. Performance Max will then fine-tune bids and curate the most effective combination of assets predicted to convert for each audience member in real-time.

For endeavors focused on acquiring new customers, you have the option to either bid higher for new customers or exclusively bid for new customers, emphasizing their unique value. It’s important to note that certain prerequisites apply, including the need to have an audience list with a minimum of 1,000 active members in at least one network for the system to successfully identify existing customers.

Brand Suitability

Performance Max offers a range of brand suitability controls, consisting of support for all your account-level content suitability configurations. Performance Max gives due consideration to account-level negative keywords, which effectively deter your ads from appearing on search terms deemed unsuitable for your brand within the Search and Shopping inventory.

Additionally, for Display or Video inventory, you have the option to use “excluded content keywords” to prevent ads from being displayed on specific search terms.

Brand Exclusions

Responding to advertisers’ strong desire for increased control over the brand terms displayed by Performance Max, the introduction of brand exclusions addresses this need.

Now, to restrict Performance Max from appearing on particular brand terms, whether they belong to your brand, competitors, or partners, you can implement a brand list at the campaign level. These campaign-level brand exclusions extend their impact to cover most misspellings and brand searches in foreign languages.

Final URL Management for Automatically Generated Assets

In Performance Max, automatically generated assets produce headlines and descriptions by drawing from your landing page, domain, and existing ads and assets. This occurs when they are deemed more pertinent to a user’s search query, to enhance overall performance.

Enabling Final URL expansion within automatically created assets helps Google Ads to automatically direct traffic to the most relevant URL identified as likely to improve performance. If your preference is to channel traffic exclusively to specific URLs, you have the option to uncheck this box.

Additionally, you can engage with the Final URL feature and select “exclude some URLs” to refine the options for URL expansion. This allows you to input specific URLs or apply rules to exclude content categories on your site. This feature serves as a valuable tool to guide your budget away from certain content types or outdated pages, providing greater control over your campaign’s focus.

Page Feeds

In the latest update, Performance Max introduces support for page feeds, enabling you to direct Search traffic to a designated set of landing page URLs on your website. To implement page feeds, navigate to Business Data and include the URLs from your website that you intend to use in your campaign.

Moreover, you have the option to attach custom labels to your page feeds, facilitating targeted ad placement and bid adjustments based on these labels. It’s important to note that the use of page feeds in Performance Max requires the activation of automatically created text assets.

Asset Groups

For tailored messaging or assets based on audience, products, or categories, the utilization of multiple asset groups proves beneficial. Performance Max systematically tests various combinations within these groups, learning and identifying the most effective ones for your specific target audiences.

To structure your Merchant Center feed with listing groups, asset groups can be used, allowing you to theme products accordingly. A comprehensive guide, including the minimum, maximum, and recommended number of assets for each group, along with other pertinent information.

A crucial point to remember is that ad strength serves as a guide rather than a metric. It measures whether your asset group possesses enough assets to optimize performance across inventory. Diversifying your assets, including various sizes and orientations, is pivotal in presenting the right ad to potential customers, catering to diverse needs and mindsets.

The introduction of new generative AI features, currently in beta in the US, facilitates easier scaling of your assets. For assessing asset performance, asset reports and asset group reporting (introduced this year) are valuable tools.

When using asset reports, it’s advisable to compare similar assets – headlines to headlines and descriptions to descriptions – as they are rated about one another. The Combinations tab displays the top six combinations for text, image, and video assets, ranked by performance.

With asset group reporting, you gain insight into the contribution of your asset groups for optimization by evaluating average CPA or ROAS at the asset group level. Additionally, you can customize your views by selecting and saving additional metrics using the Columns button.

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Location, Language, and Ad Scheduling settings

These are standard configurations and are worth mentioning as they are also applicable to Performance Max.

Search Themes

Introduced this fall, Search themes represent a new, optional signal that aids in communicating essential information about your business to the AI, thereby expanding relevant reach across all channels, including Search.

For each Performance Max asset group, you have the flexibility to integrate up to 25 search themes. Search themes operate in conjunction with brand exclusions and account-level negative keywords, complementing queries that Performance Max would already match using your URLs, assets, and other criteria.

The ability to add or remove search themes at any time provides flexibility in optimizing your campaign. To gain insights into the search term themes your Performance Max ads are appearing on, use the search terms insights available on the Insights page.

Signals

Within Performance Max campaigns, there are currently two signals available to enhance the learning process for discovering more conversions or conversion value. It’s important to clarify that signals in Performance Max don’t act as rigid targeting constraints; instead, they serve as a tool to convey what is pertinent to your business, guiding the AI.

Audience Signals

Another optional feature, Performance Max leverages audience signals as an initial reference point to expedite the discovery of customers. You have the flexibility to integrate your data, such as site visitors and customers, or use interest and demographics as audience signals.

It’s essential to emphasize that this isn’t a rigid signal, and Performance Max might discover that specific asset combinations effectively engage audiences beyond those indicated in your audience signals.

Upon availability, audience insights accessible on the Insights page provide information about audiences that you actively added as “signals” and those that were “optimized” and identified by AI. Use audience insights to identify top segments, guiding your decisions regarding creative assets and landing pages.

Essential Principles That Frequently Demand Collaboration

Although not formally categorized as “controls” to be activated, elements like your website, landing pages, product feed, and conversion tracking setup wield significant influence over the effectiveness of your Performance Max campaigns.

While it may sound like a cliché to assert that good advertising can’t compensate for a poorly designed website, the advent of AI introduces even more reasons to collaborate closely with your developer, UX (User Experience), CRO (Conversion Rate Optimization), and even finance teams and colleagues. This collaboration not only improves campaign success but also presents an opportunity to broaden your own skill set.

Website and Landing Pages

Your website and landing pages have become important sources for generating assets, including automatically created assets and the newly introduced generative asset creation for Performance Max. Therefore, it’s crucial to ensure that they authentically represent your brand, offerings, and unique selling points.

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Enhancements in Lead Generation Quality

Continuous investments are being made to implement measures aimed at minimizing the occurrence of invalid leads.

Additionally, advertisers are advised to take specific actions to mitigate the reception of leads from users who do not furnish accurate information. These recommended steps involve implementing server-side validation, using double opt-in processes, integrating Recaptcha, and using enhanced conversions for leads falling within qualified and converted conversion categories.

Merchant Center Feeds

For retailers, your product feed assets directly shape your ads. Hence, it’s imperative to maintain high-quality images, provide informative and distinctive product titles and descriptions, and ensure accurate pricing, shipping, and tax data. These elements collectively play a critical role in achieving success with Performance Max.

If your image assets are not meeting your standards, consider exploring Product Studio, recently launched in Merchant Center, which leverages generative AI to craft impactful product imagery.

Use AI in Performance Max to Amplify Results

The evolution of Performance Max is evident, with numerous levers, insights, and reporting features incorporated since its launch two years ago, largely influenced by valuable advertiser feedback.

Anticipate ongoing advancements in Performance Max, with a commitment to continually enhance the platform, providing advertisers with greater ease in maximizing the effectiveness of their campaigns.

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