qujapancollegepark.com is hard for agents to use.
See what an AI agent reads on this site →
26.3 of 65 points available
agent-readiness level, Not Ready
things to fix
Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.
Agents have nothing to act on. Add a booking or ordering page on your own domain. How to fix it
Missing: address, telephone, opening hours. How to fix it
Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. How to fix it
Live fetches as GPTBot (http_403), ClaudeBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. How to fix it
Optional today, cheap to add: a short text file describing the business for language models. How to fix it
No one is listed yet to fix this in Washington, DC. List your agency or yourself: free, reviewed by hand.
Builder: wordpress · Front: cloudflare · Cloudflare in front; AI crawlers blocked at the edge
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on wordpress is in the guides.
One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Restaurant",
"name": "QU Japan",
"url": "https://www.qujapancollegepark.com",
"telephone": "+1 240-467-3332",
"address": {
"@type": "PostalAddress",
"streetAddress": "Baltimore Avenue 7406",
"postalCode": "20740",
"addressLocality": "College Park"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 38.9811411,
"longitude": -76.9381035
},
"openingHours": "Mo-Sa 11:00-21:30; Su 12:00-21:30",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Monday",
"Tuesday",
"Wednesday",
"Thursday",
"Friday",
"Saturday"
],
"opens": "11:00",
"closes": "21:30"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Sunday"
],
"opens": "12:00",
"closes": "21:30"
}
],
"servesCuisine": [
"hibachi"
]
}
</script>
Save as /llms.txt at the root of the site. Guide.
# QU Japan > restaurant (hibachi) in Baltimore Avenue 7406 20740 College Park, Washington, DC. Phone +1 240-467-3332. ## Opening hours Mo-Sa 11:00-21:30; Su 12:00-21:30 ## About - Website: https://www.qujapancollegepark.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
The ranking refreshes hourly; this site joins it on the next refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 36,926 sites | 58% | 29% | 40.5% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Pizza Kingdom pizza | 67 m | C | no |
| The Greene Turtle | 83 m | A | yes |
| Blaze Pizza pizza | 85 m | C | no |
| CAVA mediterranean | 92 m | F | yes |
| Five Guys burger | 96 m | A | yes |
| Chipotle mexican | 104 m | A | yes |
| Playa Bowls açaí | 108 m | C | no |
| Papa John's pizza | 111 m | B | yes |
| Ledo Restaurant pizza, italian | 120 m | F | no |
| Insomnia Cookies cookie | 121 m | F | no |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Built with WordPress in Washington, DC | 290 | 73% | 66% | 40.5% |
&pizza A 100% · Agora A 100% · BibBop A 100% · Bibibop A 100% · Copper Canyon Grill A 100%
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
No direct path on record: the scan of 2026-10-15 found no booking or ordering link on qujapancollegepark.com or on a vendor's site. The same record is served as JSON at /api/direct/qujapancollegepark.com, through the MCP tool direct_record and in the city feed /city/washington/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | Mo-Sa 11:00-21:30; Su 12:00-21:30 (closed now) | from OpenStreetMap |
| Phone | +1 240-467-3332 |
Owners: claim the business below to correct this record; the claim email carries the link.
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| UCP profile /.well-known/ucp, Google and Shopify's Universal Commerce Protocol | no |
| ACP discovery document /.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol | no |
| MCP server card /.well-known/mcp/server-card.json | no |
| Ordering vendor that takes agent orders Square, Toast, or a vendor whose terms allow agents | no |
The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | no how |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | yes |
Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/qujapancollegepark.com"><img src="https://directindex.org/badge/qujapancollegepark.com.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.
Deep report Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.