katagiri.com is hard for agents to use.
See what an AI agent reads on this site →
28 of 65 points available
agent-readiness level, Basic Web Presence
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.
Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it
Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. 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
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 New York. List your agency or yourself: free, reviewed by hand.
Builder: wordpress · Front: cloudflare
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": "FastFoodRestaurant",
"name": "Katagiri",
"url": "https://www.katagiri.com",
"telephone": "+1-917-472-7025",
"address": {
"@type": "PostalAddress",
"streetAddress": "Lexington Avenue 370",
"postalCode": "10017"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 40.7509194,
"longitude": -73.9771424
},
"openingHours": "Mo-Fr 08:00-21:00; Sa-Su 10:00-20:00; PH 10:00-20:00",
"servesCuisine": [
"japanese",
"ramen",
"sushi"
]
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Katagiri > fast food restaurant (japanese, ramen, sushi) in Lexington Avenue 370 10017, New York. Phone +1-917-472-7025. ## Opening hours Mo-Fr 08:00-21:00; Sa-Su 10:00-20:00; PH 10:00-20:00 ## About - Website: https://www.katagiri.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 59% of the sites scanned in this index. Just above: Italiana by Zod D, Ittadi Garden & Grill D. Just below: Koo Koo Chicken D, Momofuku Noodle Bar D.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 97% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 49% | no |
| Have an llms.txt | 13% | no |
The top tenth is the 488 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 35,830 sites | 57% | 26% | 43.1% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Maki Maki Sushi sushi | 54 m | C | yes |
| La Brochette Steakhouse steak_house, sushi | 121 m | A | yes |
| Wokuni japanese, seafood | 187 m | D | no |
| Sushi Ryusei sushi, japanese | 323 m | B | yes |
| Soba Totto japanese, soba | 334 m | F | no |
| Oki Poke & Ramen ramen, japanese | 366 m | D | no |
| Yakiniku TORAJI japanese | 367 m | D | no |
| BentOn japanese | 371 m | B | yes |
| Tenho Ramen japanese | 416 m | F | no |
| Shuya japanese | 539 m | D | yes |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York | 4,817 | 46% | 36% | 43.1% |
| Built with WordPress in New York | 667 | 67% | 49% | 43.1% |
Club A Steakhouse A 100% · East Coast Burger A 100% · Fogo de Chão A 100% · Kokomo A 100% · Manuela A 100%
With the three fixes above (No structured data for the business; No booking or ordering path at all; No menu or price list found) the score would be about 95.4%: 74th of 4,817 in New York, up from 2826th.
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 2026-10-14 found no booking or ordering link on katagiri.com or on a vendor's site. The same record is served as JSON at /api/direct/katagiri.com, through the MCP tool direct_record and in the city feed /city/new-york/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | Mo-Fr 08:00-21:00; Sa-Su 10:00-20:00; PH 10:00-20:00 (open now) | from OpenStreetMap |
| Phone | +1-917-472-7025 |
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 | not measured |
| ACP discovery document /.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol | not measured |
| 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 | not measured |
Not measured at this scan; the next scan measures it.
The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.
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 | yes |
| 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 | no |
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/katagiri.com"><img src="https://directindex.org/badge/katagiri.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.