- Visibility0
- Citations0
- Sentiment50
- Site quality73
- AI readiness21
AI assistants do not name United Supermarkets in any of their answers to everyday questions about the retail market, while they often name companies like Kroger and H-E-B instead. The company has an overall score of 24 out of 100, ranking 1,934th of 2,047. Its website passes 1 of 14 technical checks for readiness for AI tools.
We asked 15 unbranded questions about the retail market: none named United Supermarkets. AI assistants named it in none of 60 answers. The typical retail company is named in 6.7% of answers. By how often it is named, United Supermarkets ranks 503 of 640 in its sector.
Named fewer than three times in total. Read this as a sign that AI assistants rarely bring this company up, not as an exact comparison with its rivals.
Every dot is a company in the study. Hover one to see it; click to open its report.
This companySame sectorEvery other companyNever named
Five parts, each scored out of 100.
How often AI assistants name the company
How often AI uses the company's own website as a source
How positively AI describes the company
How well built the website's own pages are
How easily AI tools can read and use the website
Visibility is calculated from the answers on this page. How the score is built.
640 companies in this sector. The line on each bar is the typical company.
The company is not named in this answer
“Which grocery delivery services offer options for managing recurring weekly orders?”
I'll search for information about grocery delivery services that support recurring weekly orders.Let me search for more information about other popular grocery delivery services that offer recurring order options.Let me search for one more set of services to provide a comprehensive answer.Based on my search results, here are the major grocery delivery services that offer options for managing recurring weekly orders:
Services with Recurring/Subscription Features
Amazon (Amazon Fresh & Whole Foods)
Amazon offers priority access to Recurring Reservations for weekly grocery orders through …
The AI’s answer as we received it, shortened and not checked for accuracy.
How the mentions in these answers were split between this company and its rivals
Answers naming it, out of answers received
What this website publishes for an AI agent to read, use and buy from, on a scale of six levels.
- 0
- 1
- 2
- 3
- 4
- 5
Level 0: Not yet agent-ready. Agents struggle to find basic information about the site.
- 2 of robots.txt, Sitemap, Link headers
Not by itself. United Supermarkets publishes none of the purchase protocols we look for. An agent would have to click through the checkout like a person.
- UCPNot present
- ACPNot present
- AP2Not present
- x402Not present
- MPPNot present
Show every check, for your technical teamHide the checks
- study: 92.0%robots.txtPassed
A valid robots.txt with crawl rules at the site root.
- study: 86.8%SitemapNot met
Serve an XML sitemap and reference it from robots.txt.
- study: 0.3%Link headersNot met
Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.
- study: 5.5%DNS for AI DiscoveryNot present
Advertise agent endpoints with SVCB records under _agents.
- study: 1.9%Markdown negotiationNot met
Return a markdown version when asked with Accept: text/markdown, for example at the CDN.
- study: 25.1%llms.txtNot met
Publish an llms.txt with a short summary and the key links.
- study: 93.4%AI bot rulesPartly met
Add explicit robots.txt groups for the main AI crawlers.
- study: 1.4%Content SignalsNot met
Add a Content-Signal line for search, ai-input and ai-train to robots.txt.
- study: 0.2%Web Bot AuthNot present
Only relevant if you run your own agents or crawlers: publish a signing key directory.
- study: 0.3%API CatalogNot met
List public APIs in a linkset at /.well-known/api-catalog.
- study: 11.8%OAuth discoveryNot met
Publish OpenID Connect or OAuth server metadata under /.well-known.
- study: 10.3%OAuth Protected ResourceNot met
Serve protected resource metadata at /.well-known/oauth-protected-resource.
- study: 0.0%auth.mdNot met
Publish an auth.md describing how agents sign in.
- study: 0.2%MCP Server CardNot met
Offer an MCP server and publish its server card under /.well-known.
- study: 0.1%A2A Agent CardNot met
Publish an agent card at /.well-known/agent-card.json.
- study: 0.2%Agent SkillsNot met
Publish a skills index with the main tasks agents can do.
- study: 33.7%WebMCPCould not check
Register key actions such as search or cart as WebMCP tools.
- study: 0.1%ARD manifestNot met
Publish an ai-catalog.json listing every agent interface.
Score 16 of 100 · 97% of checks could run · checked on October 5, 2026 · www.shopunitedsupermarkets.com · 2,047 companies scanned
1 of 14 passed. This list is for your technical team. The percentage is how many companies in the study pass each check.
These 14 checks ran during the audit and are what the AI readiness part of the overall score counts. The scan above ran later and is stricter on Link headers and Markdown, so a check can pass here and not there.
Show the 14 checksHide them
- Not metrobots.txt publishedstudy: 85.0%
- Not metXML sitemapstudy: 73.2%
- Not metHTTP Link headers (RFC 8288)study: 29.0%
- Not metMarkdown content negotiationstudy: 8.3%
- Not metllms.txt publishedstudy: 21.7%
- PassedToken budget (page weight)study: 95.2%
- Not metExplicit AI bot rulesstudy: 13.0%
- Not metAPI Catalog (.well-known/api-catalog)study: 0.2%
- Not metOAuth Authorization Server discoverystudy: 10.1%
- Not metOAuth Protected Resource discoverystudy: 9.3%
- Not metMCP Server Cardstudy: 0.0%
- Not metA2A Agent Cardstudy: 0.0%
- Not metWebMCP toolsstudy: 4.2%
- Not metAgent Skills declaredstudy: 0.0%
How many times each website was listed as a source in these answers
In the study as US retailers: listed as a retailer in Wikidata, a public database, and among the websites Cloudflare Radar ranks as visited.
- Which grocery delivery services offer options for managing recurring weekly orders?
- Where can I order groceries online without signing up for a membership?
- How does shopping at a regional grocery store differ from a national chain for quality and selection?
- What options exist for grocery delivery if you don’t have access to big-box retailers?
- Is it worth joining a grocery rewards program for discounts and savings?
- What should I do if my grocery delivery order is missing items?
- How do you resolve issues with delayed grocery deliveries?
- Are online grocery delivery subscriptions a good value for regular shoppers?
- What are the alternatives to traditional grocery stores for weekly food shopping?
- What are the best regional grocery delivery services for fresh produce in the US?
- Grocery delivery services vs in-store pickup — which is better for busy families?
- What’s the easiest way to stock up on pantry staples for a large household?
- How can I find the best deals on fresh produce through online grocery shopping?
- Where can I find same-day grocery delivery for household essentials near me?
- Do regional grocery delivery services have extra fees compared to shopping in-store?
Columns, left to right: OpenAI, Claude, Perplexity, Gemini. The AI assistants often disagree. Across the study, on 40% of the questions where a company is named, only one of the four names it.