GA-AI-SHOPPING AI-Powered Shopping Ads Certification Practice Questions
Prepare for GA-AI-SHOPPING with more than an answer.
- Level
- Specialist
- Valid for
- 1 year
Domains covered on the exam 6
- Fundamentals of Retail Business Growth with Google15%
- How Shopping Ads Work20%
- Shopping Ads Policy and Compliance15%
- Google Merchant Center and Product Feeds25%
- Campaign Types and Selection15%
- Performance Max for Retail10%
- 1
A national hardware chain with 200 physical stores is launching a major initiative to drive in-store traffic using Google Shopping. They have a primary product feed for their e-commerce site but need to integrate real-time, store-level inventory and pricing. Their point-of-sale (POS) system can export inventory data every hour for each store location.
The marketing team's primary goal is to run Local Inventory Ads (LIA) to show customers products that are available for immediate pickup at a nearby store. They are concerned about the complexity of managing data for 200 locations and ensuring accuracy to avoid policy violations.
Which feed structure is the most scalable and appropriate for implementing Local Inventory Ads successfully in this scenario?
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Correct answer: B
This is the correct and most scalable approach recommended by Google for Local Inventory Ads. It separates the static core product information (in the primary feed) from the dynamic, store-level data (in the local product inventory feed). This modular structure is efficient, reduces data redundancy, and allows for frequent updates of inventory and pricing without reprocessing the entire product catalog. Creating 200 primary feeds is unmanageable. Adding local data directly to the primary feed makes it bloated and slow to process. The local products feed is not a supplemental feed in this context; it's a specific feed type for LIA.
- 2
An e-commerce manager is analyzing a month-old Performance Max campaign for a shoe retailer. The campaign has a healthy budget and a 'Maximize conversion value' bidding strategy with a target ROAS set. However, the campaign's impression volume is significantly lower than expected, and the budget is not being fully spent. Conversion tracking is confirmed to be working correctly. All assets in the single asset group are rated 'Good' or 'Excellent'.
What is the most likely reason for the low impression volume and underspend?
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Correct answer: B
When a PMax campaign is under-spending and has low impression volume despite a sufficient budget, the most common culprit is an overly restrictive performance target. A tROAS that is too high forces the system to only bid on auctions where it is highly confident it can meet the target. In a new campaign, this severely limits its reach and ability to learn, leading to low impressions and underspend. While narrow audience signals or a low budget could be issues, the combination of underspend and low impressions with a tROAS strategy strongly points to the target being the constraint. Final URL expansion being off would limit reach but not typically cause a significant underspend if the core targeting is sound.
- 3
A merchant specializing in high-potency herbal supplements and skincare products wants to advertise on Google Shopping. Due to the nature of their products, they fall under Google's 'Healthcare and medicines' restricted category. To avoid policy violations and account suspension, what specific actions must they take on their product landing pages and in their marketing claims? (Select TWO)
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Correct answer: B, D
This is a core requirement of the Misrepresentation policy. Google prohibits unsubstantiated claims, especially those that promise unrealistic outcomes or imply they can replace medical treatment.
Transparency is crucial for restricted categories. To comply with the Misrepresentation policy, merchants must provide clear and accurate information about what the user is purchasing, including ingredients for supplements and skincare.
- 4
When a user performs a search on Google, how does the system generate a Shopping Ad to display in the search results?
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Correct answer: C
Unlike search ads, Shopping ads do not use keywords. Instead, Google's system crawls the product data feed submitted to the Merchant Center. It then matches the user's search query to the information provided in the feed, such as the product title, description, category, and brand, to determine which products are most relevant to show.
- 5
An industrial supply company, 'BoltMaster', is moving its 50,000-SKU catalog online. Their internal inventory system is decades old and exports a single, messy CSV file with inconsistent data. The 'title' field often contains cryptic internal codes, the 'google_product_category' is missing, and 'shipping_weight' is frequently inaccurate for heavier items, leading to incorrect shipping costs.
Their primary goals are to achieve Merchant Center compliance and improve ad relevance. They have limited developer resources, so a full Content API integration is not feasible in the short term. They need a scalable solution within Merchant Center to clean and enrich their data before it's used in campaigns.
Which of the following strategies represents the most effective and scalable approach for BoltMaster to manage their product data?
graph TD subgraph Internal System A[Messy CSV Export] --> B{Google Merchant Center} end subgraph B C[Primary Feed] --> D{Feed Rules} E[Supplemental Feed 1: Titles] --> D F[Supplemental Feed 2: Weights] --> D D --> G[Processed Product Data] end G --> H[Shopping Ads]Show answer details
Correct answer: B
This multi-layered approach is the most scalable and robust solution. It uses the primary feed as a base, systematically overrides incorrect data with supplemental feeds (which are easier to manage), and uses the power of feed rules for automated, logic-based categorization. This avoids manual, error-prone editing and creates a repeatable process.
- 6
A multinational retailer is migrating its entire product catalog from multiple, granular Standard Shopping campaigns to a single Performance Max campaign. The primary business objective is to maximize overall profit, not just revenue. Their product feed contains a custom_label_0 attribute indicating profit margin tiers ('high', 'medium', 'low'). The marketing team has limited creative assets for the 'low' margin products. Given these constraints, which strategy represents the most effective setup for the new Performance Max campaign?
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Correct answer: D
This is the optimal strategy. While multiple asset groups (Option C) is plausible, the primary lever for differentiating bidding based on product attributes within a single PMax campaign is listing group subdivision. By subdividing listing groups by the profit margin custom label, you can monitor performance for each tier. More importantly, value-based bidding strategies like Maximize Conversion Value with a tROAS can use the signals from your feed (including price and potentially other attributes correlated with margin) to automatically bid higher on more profitable items. This directly aligns with the business goal of maximizing profit and is more efficient than managing multiple asset groups or campaigns for this purpose.
- 7
A digital marketing manager for a high-end fashion brand is reviewing the Diagnostics tab in Google Merchant Center Next. They observe a significant number of item disapprovals. Which TWO of the following issues are common causes for disapprovals under the 'Misrepresentation' policy? (Select TWO)
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Correct answer: A, C
This is a classic example of misrepresentation. The ad promises an available product, but the user cannot purchase it on the landing page, creating a poor user experience and violating policy.
This is a form of misrepresentation as the total price to the user is not clearly and accurately stated upfront. The advertised price is not the final price a typical user will pay.
- 8
An e-commerce manager needs to apply a 15% discount to all products from the 'SummerWear' category for a weekend flash sale. The primary product feed is updated daily via a scheduled fetch from their e-commerce platform, and they cannot easily modify this primary source file. What is the most efficient method in Google Merchant Center to implement this temporary price change without disrupting the primary feed?
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Correct answer: C
Feed rules are the most efficient and scalable solution for this scenario. A rule can be created to target specific products based on an attribute (like category) and dynamically calculate the 'sale_price'. The rule can be easily enabled for the sale and disabled afterward without touching the primary data source.
- 9
True or False: When launching a new Performance Max campaign for retail, providing audience signals is an optional step, but it is highly recommended because it significantly accelerates the AI model's learning phase.
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Correct answer: A
This statement is true. While Performance Max can function without audience signals, providing them (especially first-party data like Customer Match lists or website visitor segments) gives the AI a strong starting point. It helps the system understand the characteristics of a valuable customer, which speeds up the initial learning period and helps find new converting customers more quickly.
- 10
A startup is launching a new, innovative electronic gadget. They have a limited initial marketing budget and their primary goal is to gather performance data and establish a baseline Cost Per Acquisition (CPA), while maintaining tight control over bidding. Which campaign type and bidding strategy would be most appropriate for this initial launch phase?
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Correct answer: B
This is the best choice. A Standard Shopping campaign provides the granular control needed during a product launch. Using eCPC allows the advertiser to set manual bids to control costs and gather data, while still benefiting from Google's real-time bid adjustments for conversions. This combination perfectly matches the goal of establishing a baseline CPA with tight control.
