- Visibility8
- Citations1
- Sentiment83
- Site quality73
- AI readiness7
AI assistants name Acme Fresh Market in 6.7% of answers, which matches the typical company in the retail sector. Its overall score is 32 out of 100, ranking 1,058th of 2,047 companies. The company's website passes 1 of 14 technical checks for AI tool readiness.
We asked 15 unbranded questions about the retail market: none named Acme Fresh Market. AI assistants named it in 4 of 60 answers (6.7%). The typical retail company is named in 6.7% of answers. By how often it is named, Acme Fresh Market ranks 301 of 640 in its sector.
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.
An answer that names the company
“Best grocery stores in Northeast Ohio for fresh produce and meat selection”
Based on my search, here are some of the best grocery stores in Northeast Ohio for fresh produce and meat selection:
Local Chains
Acme Fresh Market is a grocery store chain based in Akron, Ohio, with 15 locations in Summit, Portage, Stark, and Medina counties of Northeast Ohio. They offer a wide variety of products including meat, produce, bakery, and deli services.
Buehler's Fresh Foods is a grocery store chain founded in 1929 with 14 locations in North-Central Ohio. Buehler's is the largest purchaser of local Amish produce at the Mt. Hope Auction and sources dairy and meats fro …
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. Acme Fresh Market 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.txtNot met
Publish a valid robots.txt with crawl rules and a Sitemap line.
- 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 rulesNot 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 0 of 100 · 97% of checks could run · checked on October 5, 2026 · www.acmestores.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.
- Alternatives to traditional grocery shopping for busy families in Ohio
- Is curbside grocery pickup worth using for weekly shopping?
- Are regional grocery chains generally more affordable for fresh produce?
- How to plan a weekly meal shopping list for a family using a local supermarket?
- Where else can Northeast Ohio residents find fresh bakery and deli items besides mainstream supermarkets?
- How do weekly ad specials impact overall grocery costs in local stores?
- What should I do if my online grocery order is missing items?
- How do regional supermarket chains compare to national grocery stores in terms of pricing and product selection?
- Grocery delivery services vs in-store shopping: pros and cons
- Tips for saving money when shopping at neighborhood grocery stores
- Best grocery stores in Northeast Ohio for fresh produce and meat selection
- Where can families find local grocery pickup and delivery in Ohio?
- Are local supermarkets in Northeast Ohio good for finding specialty dietary items?
- Best options for getting affordable household essentials without visiting a big box store
- How to resolve issues with scheduled grocery pickup times?
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.
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