Amazon is piloting a partnership with OpenAI that lets advertisers buy ChatGPT ad inventory through Amazon's demand-side platform (DSP) as a managed service, with Amazon's own team helping set up and optimize campaigns. The U.S.-only pilot includes Delta Vacations, a nonendemic brand that doesn't sell on Amazon at all, which signals this is a channel for reaching AI-conversation shoppers regardless of where a brand actually sells. ChatGPT ads recently crossed a $1 billion annualized revenue run rate, and Amazon's tie-up gives OpenAI a far bigger route to advertiser scale. For eCommerce and DTC marketing teams, the real question isn't whether to test this. It's who inside the organization actually knows how to buy, manage, and measure a conversational ad placement that reports only aggregated impressions, clicks, and cost-per-result data, with no attribution model built for it yet.
Amazon advertisers can now extend their campaigns directly into ChatGPT, under a new partnership between Amazon and OpenAI first shared with sister publication Marketing Dive. The integration puts ChatGPT ad inventory inside Amazon's demand-side platform, meaning the same buying tool eCommerce teams already use for Amazon.com, Fire TV, and Twitch campaigns now extends into conversational AI.
It's structured as a managed service rather than a self-serve product: Amazon's own team helps advertisers set up and optimize the campaigns, while OpenAI retains control of ad delivery decisions inside ChatGPT itself. The pilot is limited to the U.S. for now, and inventory is priced on both a cost-per-click and cost-per-thousand-impression basis.
A Managed Service With Thin Reporting
Advertisers testing the integration get aggregated performance data: impressions, clicks, cost per result, CPM, and CPC. That's meaningfully less granular than the reporting eCommerce teams expect from a mature programmatic channel, and it arrives already stripped of the kind of user-level detail that would let a team build its own attribution model on top of it. Amazon is also rolling out product feed ads, which automatically generate ad creative straight from a brand's existing product catalog, turning clean product data into an advertising asset rather than just a listing-hygiene concern.
Why a Travel Brand Is the First Name Attached to This
The pilot's lead advertiser isn't an Amazon seller at all. Delta Vacations, the airline's vacation-packages arm, is a nonendemic brand: it doesn't sell anything through Amazon's marketplace. Amazon has described conversational ads as one of the fastest-growing channels for reaching customers, and travel planning is a natural fit for it, a high-consideration, research-heavy purchase that shoppers increasingly describe to a chatbot before they ever land on a travel site. Delta Vacations framed its interest around using consumer insights to reach travelers while they're exploring options inside ChatGPT, rather than waiting for them to search directly.
That detail matters more for hiring than it might first appear. Amazon DSP has historically been a tool mastered mostly by brands that sell on Amazon, or by the agencies and specialists who manage Amazon media budgets on their behalf. A nonendemic brand as the pilot's headline advertiser signals Amazon is positioning DSP access to ChatGPT as a channel for any consumer brand chasing AI-conversation shoppers, whether or not it has an Amazon storefront at all.
OpenAI began testing ads on ChatGPT in February, and tens of thousands of advertisers are already using the service across an expanding list of markets, including India, Europe, the Middle East, and North Africa. Amazon operates the third-largest digital advertising platform in the U.S. and neared $70 billion in ad revenue last year. Pairing that growth curve with Amazon's existing advertiser base is exactly the kind of tie-up that turns a pilot into a mainstream buying channel fast.
We recently covered a related attribution blind spot in AI Recommendations Can Give a Brand a 2-to-1 Sales Advantage. Most Teams Can't See Who's Winning It., which looked at how AI-influenced purchases already slip past standard analytics even when no advertiser has spent a dollar. Amazon's ChatGPT pilot adds a paid layer on top of that same blind spot.
The Attribution Blind Spot Just Got a Price Tag
Most eCommerce marketing organizations already have a well-documented blind spot around crediting purchases influenced by AI conversations, since last-click attribution models built for search and paid social don't have a clean way to credit a purchase that started as a chat and ended as a branded search or direct visit. Layering paid media into that same conversational surface doesn't fix the blind spot. It puts a media budget behind it.
Spending real money inside a channel that reports only aggregated impressions, clicks, and cost-per-result data is a different problem than not being able to see free, organic influence. One is a measurement gap. The other is a budget nobody can fully justify with the numbers they're given.
We covered the organic version of this gap in SEO vs. AEO vs. GEO: what eCommerce hiring managers need to know. The paid version raises the same core question, who inside the organization actually owns AI-conversation visibility, but adds a live budget and a managed-service relationship with Amazon's own team on top of it.
What This Actually Means for Who You Hire
Retail Media / Amazon DSP Manager (Expanded Scope)
Owns Amazon DSP spend across an expanding set of surfaces, now including ChatGPT placements alongside Amazon.com, Fire TV, and Twitch inventory. Needs comfort working inside a managed-service model where Amazon's own team co-manages setup and optimization, rather than a fully self-serve buying seat.
Conversational Ads / Paid Media Strategist
A newer discipline focused specifically on buying and measuring ad placements inside AI chat products, distinct from both traditional paid search and paid social. Works with aggregated impression, click, and cost-per-result data rather than the granular, user-level reporting most paid media hires expect.
Product Feed & Catalog Data Manager
Owns the accuracy and completeness of the product catalog data that now feeds directly into automatically generated ad creative. What used to be a listing-hygiene task, correct titles, images, and attributes, becomes a direct input into paid media performance once ad assets are generated from the feed itself.
Nonendemic Brand Growth Marketer
Relevant for brands, like Delta Vacations, that don't sell through Amazon's marketplace but still want to reach shoppers inside Amazon-powered ad surfaces. This role brings Amazon DSP fluency to categories, like travel, financial services, or subscriptions, that have never needed an Amazon specialist before.
Who Should Actually Own This
At most eCommerce organizations today, Amazon DSP still gets treated as a single, self-contained line item owned by whoever runs Amazon advertising, while conversational AI gets left to whoever happens to be curious about it. That was a fine setup while ChatGPT ads were a rounding error next to Amazon's roughly $70 billion ad business. It stops being fine once a managed-service pilot with a nonendemic brand signals Amazon intends this to scale.
It's also unlikely to stay an Amazon-only opportunity for long. OpenAI reportedly discussed a similar deal with The Trade Desk, an independent DSP that competes directly with Amazon, earlier this year, and it has already run separate retail media tests with Target's Roundel and Albertsons. That points toward hiring for the underlying skill, buying and measuring conversational ad inventory, rather than for Amazon DSP specifically. A retail media specialist who can move across platforms as conversational advertising expands beyond Amazon is a safer long-term hire than one built exclusively around today's pilot.
None of this requires walking away from search-focused or Amazon-focused hiring that's already working. It requires recognizing that the AI conversation a shopper has before they ever open a search bar is no longer just an organic discovery problem. It's now a paid media channel too, and most eCommerce teams don't yet have anyone whose job is to own it.
Frequently Asked Questions
What is Amazon's new ad partnership with OpenAI?
Amazon and OpenAI have launched a U.S. pilot that lets Amazon advertisers extend their campaigns into conversational experiences on ChatGPT. The ChatGPT ad inventory is bought through Amazon's demand-side platform (DSP) as a managed service, meaning Amazon's own team helps advertisers set up and optimize campaigns rather than handing them a fully self-serve tool. OpenAI still controls all ad delivery decisions through its own systems; Amazon's role is providing the buying interface, shopper data, and campaign management layer. Inventory is available on both a cost-per-click and cost-per-thousand-impression basis, and the ads themselves appear as text and image units beneath ChatGPT's organic responses, with sponsored labels.
How do ChatGPT ads work through Amazon's DSP?
Advertisers buy ChatGPT placements the same way they'd buy other Amazon DSP inventory, but Amazon's team manages setup and optimization as part of a managed service rather than a fully self-serve product. Amazon is also offering product feed ads, which automatically generate ad assets directly from a brand's product catalog. Advertisers testing the integration receive aggregated performance data covering impressions, clicks, cost per result, CPM, and CPC, but OpenAI keeps ad delivery decisions inside its own systems, so the reporting is thinner than what most teams are used to from standard programmatic buying.
Why did Amazon pick Delta Vacations, a brand that doesn't sell on Amazon, for the pilot?
Delta Vacations is a nonendemic advertiser, meaning it doesn't sell products through Amazon's marketplace at all. Amazon has said conversational ads are one of the fastest-growing channels for reaching new and existing customers, and travel is exactly the kind of high-consideration, research-heavy category where a shopper might describe a trip idea to ChatGPT before ever visiting a travel site. Including a nonendemic brand in the pilot signals that Amazon DSP access to ChatGPT is meant for any advertiser trying to reach AI-conversation shoppers, not just brands that already sell on Amazon.com.
What hiring gap does this expose for eCommerce and DTC teams?
Most eCommerce marketing teams have someone who understands Amazon DSP for on-platform advertising, and increasingly someone tracking AI visibility for organic search and recommendations. Almost none have someone who can buy, manage, and measure a paid placement inside a conversational AI product, work with aggregated-only reporting instead of granular attribution, or turn a product catalog into ad assets automatically through a product feed. That combination of retail media buying, catalog data hygiene, and comfort with thinner measurement is a new, specific skill set, not something that falls naturally under an existing paid search or paid social role.
Will conversational ad buying stay exclusive to Amazon's DSP?
Probably not for long. OpenAI reportedly discussed a deal with The Trade Desk, an independent DSP that competes directly with Amazon, earlier this year, and it has already run separate retail media tests with Target's Roundel and Albertsons. Amazon's pilot is currently the largest, but the pattern points toward multiple DSPs eventually offering access to conversational ad inventory. That argues for hiring someone with platform-agnostic retail media and programmatic buying skills rather than an Amazon DSP specialist alone, since the next conversational ad channel to open up may not run through Amazon at all.