Shopify admin / New feature

Agentic Storefronts now has
a dedicated page
See your AI-channel sales at a glance

Track AI-driven traffic from ChatGPT, Shop, Copilot, and more on a single screen. Shopify now tells you directly which queries surface your products and what to fix to boost their visibility.

What's on this page
  1. Key points in 30 seconds
  2. How it works: how your products reach AI channels
  3. Three things you can see on the new admin page
  4. Before / After comparison
  5. Requirements and eligibility
  6. Three steps to get started
  7. Five points developers should know
  8. Three use cases for your business
  9. A one-line summary for your pitch

1Key points in 30 seconds

To Shopify admin, a dedicated "Agentic Storefronts" pagehas been added.
Your products are Shopify Catalog via ChatGPT/Shop/Copilot and other major AI channels, where they're automatically surfaced, and
theirperformance, the queries they rank for, and improvement recommendationscan now all be checked on a single screen.

Until now: scattered and invisible

Traffic coming through AI channels was largely a black box for the store. You couldn't tell how you were being found, or what to improve to make an impact.

From now on: visible on a single screen

Performance across major AI channels, ranking queries, and suggestions for improving product data are all consolidated on a dedicated admin page.

2How it works: how your products reach AI channels

Shopify store Product data (title, description, etc.) Merchant-managed Shopify Catalog For AI channels, products are published automatically (automatic, no extra work) ChatGPT Shop Copilot admin > Agentic Storefronts ▶ Performance by channel ▶ Queries you rank for ▶ Product data improvement recommendations Consolidated into one screen
Shopify Catalog is a layer that delivers product data in a form that's easy for AI channels to read. The original article explains that products automatically become accessible from AI channels with no extra work required on the merchant's side.

3Three pieces of information you can see on the new admin page

Performance

Metrics across major AI channels

See your products' performance across major AI channels like ChatGPT, Shop, and Copilot on a single screen.

Queries

Queries you rank for

See which searches/questions your products surface for via AI. You learn demand terms directly.

! Recommendations

Suggestions for improving product data

Shopify provides concrete recommendations on how to fix your product data to increase exposure in AI channels.

4Before / After comparison

ItemUntil nowAfter adding the Agentic Storefronts page
Delivery to AI channels Already auto-delivered via Shopify Catalog Same (automatic)
Understanding performance Difficult No cross-channel view Cross-channel view on one screen
Which queries you appear for Invisible Made visible
Improvement actions Gut feeling and experience Shopify recommends
Location in the admin No dedicated page Dedicated Agentic Storefronts page

5Prerequisites and terms of use

Products are already automatically published to AI channels

States: "Your products are automatically accessible to AI channels like ChatGPT, Shop, and Copilot through Shopify Catalog." The premise is that they're exposed with no additional setup on the merchant's side.

Mention of supported plans / countries

In the original article:no mention. The release note only states "a dedicated page will be added to the admin" and "New / Admin." See the Help Center for details.

The measurement logic specs (definitions of impressions and clicks, data refresh frequency, retention period, and whether Webhook / API are provided) arenot documentedin this release note. Before adopting it, verify the actual presentation and granularity in admin.

63 steps to get started

1

Open the Agentic Storefronts page in admin

Enter from the newly added dedicated page.

2

Read the numbers by query and channel

Check which channels and which queries are surfacing your products.

3

Apply the suggested recommendations to your product data

Improve titles, descriptions, and attributes → measure the impact in the following week's numbers.

No additional cost or contract steps are mentioned.Usable just by "opening the page and starting to read"It's positioned as an operational dashboard.

75 points engineers should keep in mind

Catalog

1. The delivery layer is Shopify Catalog

Exposure to AI channels goes through Shopify Catalog. It's explicitly stated that products are published automatically with no extra work from merchants. Understand the structure where "the data source is the product data itself."

2. It spans the major AI channels

ChatGPT, Shop, and Copilot are given as examples. Like SEO,"discoverability on AI"being manageable in a single screen is significant. It's an era where AI search traffic can be measured head-on as a business metric.

3. Query visibility is a new search signal

Which queries you appear for = a reverse lookup of how AI understands your products. As a Search Console–like source of information in SEO terms, it can also be repurposed for product data improvements and new SKU planning.

4. Recommendations start from product data

"Recommendations for improving product data" are presented. The target of your efforts is neither advertising nor site structure, butthe quality of product titles, descriptions, and attributes— that's the design philosophy it converges on.

API ?

5. No mention of API / Webhook availability in this release note

This announcement centers on a UI addition in admin.Export methods for pushing data out to BigQuery, GA4, etc. are not documented. For integrations that assume automation, you'll need to wait for follow-up documentation or check individually with the Help Center.

83 use cases you can apply to your work

USE CASE 1

Make "AI-oriented optimization" reporting for product titles and descriptions a regular routine

Challenge
The copy on product PDPs is optimized for SEO, but how it's interpreted and exposed on AI channels is unknown.
Action
Review the queries and recommendations on the Agentic Storefronts page weekly, improving titles, descriptions, and attributes starting with the lowest-exposure SKUs → measure the next week's delta.
Impact
Discoverability via AI improves, lifting traffic that doesn't rely on advertising.
Technical notes
Product data updates use the Admin GraphQL productUpdate Batchable. The release notes don't state whether a read-side recommendations API exists.
ChatGPT Shop Copilot
USE CASE 2

Turning per-AI-channel ROI into a basis for decision-making

Challenge
You can intuitively say "we're selling through AI too," but you can't explain whether ChatGPT, Shop, or Copilot is the one driving it, so you can't decide where to focus.
Approach
Use the new page to pull monthly performance across the major AI channels → then weight your work on product tags and attributes toward the traits of the channels that are working.
Impact
Moves "AI channels" from a single unknowable lump to a granularity where you can make investment decisions initiative by initiative.
Technical notes
Since the release notes don't mention external BI integration, for now the basic workflow is manual review from the admin screen or copying from the screen.
USE CASE 3

Reverse-looking up demand terms to decide "what to build next / which SKUs to stock"

Challenge
You don't know which questions or demand terms surface your store on AI channels, so assortment and merchandising decisions are intuition-based.
Approach
From the list of ranking queries, identify areas where you show up but your inventory or variations are weak → then reflect that in product planning and purchasing.
Impact
Because you can build AI-driven demand signals into the front end of product development, you get stronger at adding SKUs that close opportunity gaps.
Technical notes
The release notes don't state whether queries can be exported. If you want to accumulate them long-term, periodic screenshots also work.

9One-line summary you can use in a pitch

"Your products' performance, the queries you're hitting, and improvement recommendations across AI channels like ChatGPT, Shop, and Copilot
can now be viewed on a single screen in the new 'Agentic Storefronts' page in the Shopify admin.
The evidence merchants need to fix their product data has finally been handed to them."