Data study · llms.txt and AI instruction files
28.0% of Online Stores Among the Top 1 Million Sites Publish a Universal Commerce Protocol File for AI Shopping Agents
54,563 top-1M homepages answer /.well-known/ucp with a valid commerce profile. Among sites detected as online stores the rate is 28.0%, and none of the 1,000 most visited sites has one.
Analysis of 772,412 top-1M homepages, including 178,119 online stores · HTTP Archive, October 2026 crawl
Key findings
- 1
54,563 of 772,412 top-1M homepages (7.1%) publish a UCP profile at /.well-known/ucp, a file that tells AI shopping agents how a store handles checkout.
- 2
Among the 178,119 homepages detected as online stores, 49,943 (28.0%) have one.
- 3
Shopify stores account for 45,035 of the 54,563 files (82.5%); 97.4% of Shopify homepages in the sample publish one.
- 4
50,363 UCP files (92.3%) list payment handlers, but only 1,573 (2.9%) publish signing keys.
- 5
None of the 135 online stores in the top 1,000 publish a UCP file; adoption rises to 29.8% of stores ranked 500K to 1M.
Summary
Picture a boutique owner who hears that AI assistants can now buy products for shoppers. She wonders whether an assistant could ever complete a purchase on her store, or whether it would send the shopper somewhere else.
The Universal Commerce Protocol, or UCP, is an open format for exactly that question. A store publishes a small JSON profile at /.well-known/ucp that lists which checkout and payment features an AI agent can use. HTTP Archive began checking for it in March 2026.
Seven months later, 54,563 of the top 1 million homepages publish one. Among online stores the share is 28.0%, and almost all of it comes from hosted store platforms that appear to have switched it on for their merchants.
What we measured
We used the HTTP Archive October 2026 mobile crawl (httparchive.crawl.pages) for top-1M homepages. HTTP Archive requests /.well-known/ucp and records whether the response is a UCP profile, its version, whether it lists payment handlers and how many signing keys it publishes. We counted a site only when has_ucp was true, which excludes servers that return a generic page for any address.
Online stores are homepages where HTTP Archive detected at least one technology in its Ecommerce category. The trend uses the same field in eight crawls from March to October 2026.
Store platforms switched UCP on for their merchants
Platforms are named here only to show adoption.
| Platform | Homepages | With UCP profile | % with UCP |
|---|---|---|---|
| Shopify | 46,231 | 45,035 | 97.4 |
| Shoptet | 1,407 | 1,407 | 100 |
| Wix | 799 | 767 | 96 |
| BigCommerce | 1,545 | 1,439 | 93.1 |
| Magento | 7,460 | 17 | 0.2 |
| PrestaShop | 6,158 | 9 | 0.1 |
| WordPress | 107,057 | 14 | 0 |
| Next.js | 36,899 | 29 | 0.1 |
| Salesforce Commerce Cloud | 1,948 | 1 | 0.1 |
| Other or none detected | 496,664 | 5,833 | 1.2 |
Source: aisearchoptimization.net analysis of 772,412 top-1M homepages, including 178,119 online stores · HTTP Archive, October 2026 crawl
Shoptet, Shopify, Wix and BigCommerce all sit above 90%. On platforms where merchants manage their own code, such as Magento, PrestaShop and WordPress, UCP is close to zero.
The biggest stores have not adopted it
Share of online stores with a UCP profile, by popularity rank.
% of online stores
| Rank bucket | Online stores | With UCP | % with UCP |
|---|---|---|---|
| Top 1K | 135 | 0 | 0 |
| 1K-5K | 507 | 9 | 1.8 |
| 5K-10K | 582 | 28 | 4.8 |
| 10K-50K | 4,604 | 516 | 11.2 |
| 50K-100K | 6,104 | 1,148 | 18.8 |
| 100K-500K | 65,094 | 18,089 | 27.8 |
| 500K-1M | 101,093 | 30,153 | 29.8 |
Source: aisearchoptimization.net analysis of 772,412 top-1M homepages, including 178,119 online stores · HTTP Archive, October 2026 crawl
Large retailers tend to run custom or enterprise stacks, so they do not get a platform default. Small and mid-size stores on hosted platforms are ahead of them here.
Adoption is growing and most files are on the newest version
Count of top-1M homepages with a UCP profile in each monthly crawl.
Homepages
| Crawl | Homepages | With UCP | % with UCP |
|---|---|---|---|
| Mar 2026 | 788,145 | 47,369 | 6 |
| Apr 2026 | 788,035 | 50,109 | 6.4 |
| May 2026 | 776,491 | 50,056 | 6.4 |
| Jun 2026 | 771,466 | 49,411 | 6.4 |
| Jul 2026 | 789,213 | 50,175 | 6.4 |
| Aug 2026 | 786,119 | 52,308 | 6.7 |
| Sep 2026 | 782,850 | 55,392 | 7.1 |
| Oct 2026 | 772,412 | 54,563 | 7.1 |
Source: aisearchoptimization.net analysis of 772,412 top-1M homepages, including 178,119 online stores · HTTP Archive, October 2026 crawl
Adoption rose from 6.0% to 7.1% of homepages. In October, 50,790 files declared version 2026-08-25, 3,741 the 2026-04-08 version and 13 the 2026-01-11 version. Fast version upgrades point to platforms updating files centrally.
What this means
If you sell online through a hosted platform, check whether yoursite.com/.well-known/ucp returns a profile. If it does, your platform has already made your checkout readable to AI shopping agents. If you run your own store software, this is something to raise with your developer as agent shopping grows. Agent-ready checkout helps, but AI brand visibility still depends on assistants recommending your store first.
A UCP file only helps if an agent finds and trusts your products in the first place. Clear product pages, accurate structured data and a site AI tools can crawl still come first. Before worrying about agent checkout, use a free AI SEO audit to confirm AI assistants can find and quote your store at all.
Limits
HTTP Archive checks only the homepage origin; stores on a separate checkout domain may be missed.
Ecommerce detection uses HTTP Archive's technology categories and misses some stores.
The metric shows a profile exists. It does not show whether any AI agent has used it to place an order.
The trend starts in March 2026, the first crawl with this field.
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Cite this study
APA
Grenyo, K. (2026). 28% of Top Online Stores Now Publish an AI Checkout File. AI Search Optimization. https://aisearchoptimization.net/resources/data-studies/ucp-ai-shopping-agent-file-adoption
Plain link
28% of Top Online Stores Now Publish an AI Checkout File - AI Search Optimization - https://aisearchoptimization.net/resources/data-studies/ucp-ai-shopping-agent-file-adoption
Frequently asked questions
What is a UCP file?
It is a JSON profile at /.well-known/ucp that describes which checkout and payment features AI shopping agents can use on a store. HTTP Archive started recording it in March 2026.
How many online stores support UCP?
49,943 of 178,119 online stores in the top 1M (28.0%) published a UCP profile in October 2026.
Does Shopify publish UCP for merchants?
The data suggests so: 97.4% of Shopify homepages in the sample have a UCP profile, and Shopify stores hold 82.5% of all UCP files.
Do big retailers use UCP?
Not yet in our data. None of the 135 online stores among the 1,000 most visited sites published a UCP profile.
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