ChatGPT ads appeared in 47% of video game and console conversations in June, according to Comscore’s Q2 2026 AI Intelligence Report. This growth follows the May 5 rollout of OpenAI’s beta self-serve Ads Manager and applies to retail media buyers and growth engineers tracking generative engine adoption. (beta: a version of a product used for testing before it is released to the general public.)
Is this for you?
Retail media buyers and growth engineers should note that ChatGPT gaming conversation share reached 47% in June following the May 5 Ads Manager rollout.
- If you are a retail marketing team, the 47% gaming conversation share justifies prioritizing budget for this high-density category.
- If you are a Shopify merchant, the September 16 app launch allows you to sync inventory for immediate ad eligibility.
- If you are an AI strategy consultant, the growth from 3% in March to 47% in June defines the current gaming trajectory.
- Skip this if you seek general ChatGPT tutorials or account features as this is a technical analysis of ad density.
What you can do now
- If you are a Shopify merchant, check the ChatGPT Ads app launched September 16 to automate your product listings.
Key figures
- Gaming ad presence
- 47% in June
- Toys and hobbies growth
- 5% in March to 24% in June
- Media ad presence
- 22% in June
- Shopify Ads app launch
- September 16
Gaming and Media Ad Presence Growth
Gaming conversation share surged from 3% in March to 47% in June, according to Comscore. (conversation share: the proportion of retail-categorized conversations that include a sponsored ad relative to total conversations.) Toys and hobbies rose from 5% in March to 24% in June, while media categories—including books, music, and video—climbed from 9% in March to 22% in June. The 47% figure represents a high-growth environment where nearly half of all tracked gaming conversations include sponsored content.
Overestimating this ad density could lead to under-budgeting for retail media, while underestimating it might mean missing high-conversion gaming inventory. These figures hold as long as the opt-in panel accurately reflects general U.S. PC activity; if the panel is skewed toward power users, the 47% figure may overstate general retail ad density. (opt-in panel: a group of users who have agreed to participate in a study or share their data.)
May 5 Ads Manager Rollout Correlation
OpenAI’s May 5 rollout of a beta self-serve Ads Manager and the introduction of cost-per-click (CPC) bidding likely drove the June spike. (cost-per-click (CPC) bidding: a model where advertisers pay a specific amount each time a user clicks on their advertisement.) June was the first full month following the launch of this infrastructure. While Comscore does not explicitly link the two, the timing suggests that expanded advertiser access and new bidding mechanics accelerated inventory distribution.
Methodology and Conversation Share Limits
Comscore’s data reflects U.S. PC activity based on an opt-in panel rather than total user volume. Conversation share—the share of retail-categorized ChatGPT conversations that include a sponsored ad—is a relative metric that does not measure total ad impressions or the total number of users who saw an ad. Because the report doesn’t specify if the base includes users on ad-free plans, the data may not reflect the ad rate among all users eligible to see ads.
Users seeking general ChatGPT tutorials or account features should skip this technical analysis and instead visit the OpenAI help center. The data is a preliminary observation based on a specific subset of users, meaning the figures may shift as OpenAI expands its ad-free vs.
Shopify Integration and Sponsored Agents
Shopify merchants can now use the ChatGPT Ads app, launched September 16, to run ads immediately via the Shopify Catalog. This integration removes the need for manual product entry, allowing merchants to sync their inventory for ad delivery instantly. OpenAI is also testing Sponsored Agents—a testing phase where clicking an ad starts a new conversation with a business-sponsored agent, separate from the original thread—with a limited group of U.S.
What is not yet known: Comscore does not provide the specific number of conversations behind
Comscore does not provide the specific number of conversations behind each monthly figure. The reporting method for categorizing conversations remains undisclosed. It is also unclear whether a single sponsored ad in any part of a conversation is sufficient for a count. Finally, Comscore has not specified how the separate chat threads created by Sponsored Agents will be handled in future reporting.
Retail Media Application Scenarios
The following table outlines how different stakeholders can apply the current data to their workflows:
| Application | User |
|---|---|
| Benchmarking ad penetration in the toys and hobbies sector | Retail Marketing Teams |
| Projecting growth based on Sponsored Agent testing | AI Strategy Consultants |
| Evaluating conversation share vs. impression share for reporting | Data Analysts |
| Tracking the U.S. retail ad rollout timeline | Digital Marketing Leads |
Gaming Brand Strategy Walkthrough
Sarah, a marketing lead for a console gaming company, reviews the Comscore data and sees that gaming conversations reached a 47% ad presence in June. She notes that this coincided with the launch of the self-serve Ads Manager in May. Sarah decides to prioritize her budget for the gaming category due to its high ad density. If Sarah were a Shopify merchant instead of a brand manager, she would skip the category analysis and instead use the September 16 app launch to automate her product listings for immediate ad eligibility.
Displacing Manual Product Cataloging
The Shopify Catalog integration replaces the manual process of entering products into an advertising platform. By syncing directly with Shopify, merchants save the time and labor required for manual inventory updates. This allows for a faster transition from product listing to active ad placement within ChatGPT.
Source story: ChatGPT Ads Climbed In 3 Retail Categories, Led By Gaming: Comscore via @sejournal, @MattGSouthern, published by Search Engine Journal on 23 September 2026.