The ecommerce landscape is shifting rapidly, and for omnichannel brands, Amazon remains an unavoidable titan. Many non-Amazon native brands resist the platform due to the loss of direct customer data—like email lists—and the hit to profitability. However, with 63% of customers starting their product search directly on Amazon, ignoring the marketplace means missing out on where the modern customer actually wants to buy.
To capture and convert this massive audience, Amazon is aggressively integrating artificial intelligence into the buying journey. What was previously known as the AI assistant “Rufus” has now transitioned into “Alexa for shopping.” During recent peak shopping periods, data indicated that 40% of sessions involved this AI assistant, and sessions that include AI interaction tend to convert faster and at a higher rate.
With this AI integration comes a brand-new, often overlooked advertising feature that is likely already spending your PPC budget: Amazon Sponsored Prompts. Here is your advanced, comprehensive guide to understanding these prompts, utilizing the new reporting tools, and preventing wasted ad spend.
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What Are Amazon Sponsored Prompts?
Historically, Amazon SEO and PPC have relied heavily on traditional keyword optimization—what search terms customers type into the search bar. Sponsored Prompts introduce a shift toward a chat-based, sentence-driven interface.
Instead of typing a keyword, a customer simply taps a suggested question generated by AI.
These prompts typically appear directly underneath the main image gallery or throughout the product display page.
They surface when a customer is actively in the consideration stage, having already clicked onto a product page.
Some prompts are organically generated and free to click, such as “Can this garlic press be used for other ingredients besides garlic?” or “Compare with similar.”
Other prompts are officially marked as “Sponsored,” meaning the advertiser pays for the click.
Amazon is actively A/B testing these features; a sponsored prompt might appear on a page, disappear upon refreshing, and reappear later.
The Unseen Bleed in Your Ad Spend
The biggest challenge for Amazon advertisers right now is the lack of upfront, granular control. Currently, there is no campaign setup step where you can manually select, bid on, or opt out of specific AI prompts. If you are running Sponsored Products or Sponsored Brands campaigns, you are automatically opted into these prompt placements.
This creates a significant risk of bleeding ad spend on low-value clicks.
For example, a sponsored prompt might appear on your own product page that simply asks, “Why choose [Your Brand name]?” If a customer clicks this, you are paying for an ad click from a shopper who was likely already going to purchase your product. While prompt clicks are currently relatively cheap and may only represent a small fraction of your total budget (often less than 1%), this steady drip of spend can accrue into thousands of wasted dollars over time for large accounts if left unmonitored.
That feeling when Amazon PPC data is easy to read.
How to Find and Master the New Prompt Report
To regain control of your PPC efficiency and trim the fat from your campaigns, you must routinely audit where this AI-driven spend is going. Amazon recently launched the Prompt Report inside the Campaign Manager to help advertisers identify exactly which prompts are triggering their ads.
You can review this data in two different ways depending on your optimization goals:
| Reporting Method | Where to Find It | Best Use Case |
|---|---|---|
| Ad Group Level | Navigate to Sponsored Product ads > click a specific Ad Group > select the "Prompts" section. | Best for quick, targeted spot-checks on specific campaigns and immediately pausing irrelevant prompts. |
| Account Level | Download the comprehensive "Prompts" report for the last 30 days. | Best for total account audits to see the total sum of prompt spend across both Sponsored Products and Sponsored Brands. |
Make downloading this report a routine monthly task. If you notice spend bleeding into branded prompts that do not drive incremental value, or prompts that are totally irrelevant to your item, use the dashboard interface to pause those specific prompts immediately.
How to Influence Amazon’s AI Prompts
Since you cannot currently bid on specific prompts, how do you control what the Alexa AI says about your product? The answer lies in how Amazon parses your listing content.
Amazon’s AI scrapes your listing to understand the product and generate these customer prompts. It pulls data from your title, bullet points, and A+ Content. However, the most surprising factor is that the AI can actively “read” and index information that is solely present within your product images. Even if a detail is absent from your written listing text, the AI can extract it from a graphic.
Pro-Tip for Content Creators: Because Amazon’s AI relies heavily on images, you should proactively test how AI perceives your visual assets. Take your product images and feed them into AI models like ChatGPT, Gemini, or Claude. Ask the AI to describe the image back to you and predict what keywords or prompts it would trigger.
This gives you a distinct advantage. You can design your image gallery strategically: optimize the first two or three images heavily for human visual appeal to secure the initial conversion, and use the remaining images to hold dense, specific information for the Alexa AI to index and turn into targeted prompts.
The Future of Search on Amazon
Amazon CEO Andrew Jassy has publicly noted that he views AI chat tools as direct competitors to Amazon’s search dominance. The platform is actively trying to shift from a strictly “product-oriented” search engine to a “problem-oriented” search platform.
While Sponsored Prompts might only account for a minor percentage of your budget today, the integration of AI is only going to deepen. In the future, we will likely see advertisers gain the ability to bid on competing product pages for sponsored prompts, or see chat-based ads appear directly in-stream as customers converse with the AI.
By mastering the prompt report today, auditing your image text for AI indexing, and actively pausing low-value prompts, you will protect your ad budget and position your brand ahead of the curve as Amazon’s algorithm continues to evolve.
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