shirokuronyc.com is hard for agents to use.
Menu: shirokuronyc.com/#menu
See what an AI agent reads on this site →
29.3 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
Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. How to fix it About this vendor
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 New York. 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": "SHIROKURO",
"url": "https://shirokuronyc.com/",
"telephone": "+1-646-882-0013",
"email": "info@shirokuronyc.com",
"address": {
"@type": "PostalAddress",
"streetAddress": "2nd Avenue 103"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 40.7275633,
"longitude": -73.9886531
},
"openingHours": "12:00-16:00,17:00-22:00",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [],
"opens": "12:00",
"closes": "16:00"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [],
"opens": "17:00",
"closes": "22:00"
}
],
"servesCuisine": [
"sushi"
],
"hasMenu": "https://shirokuronyc.com/#menu"
}
</script>
Save as /llms.txt at the root of the site. Guide.
# SHIROKURO > restaurant (sushi) in 2nd Avenue 103, New York. Phone +1-646-882-0013. ## Book or order directly - Menu: https://shirokuronyc.com/#menu ## Opening hours 12:00-16:00,17:00-22:00 ## About - Website: https://shirokuronyc.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 65% of the sites scanned in this index. Just above: Market Pantry Eatery D, Mista Oh D. Just below: Taqueria El Fogon D, ZLS BBQ 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 | 99% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | no |
| Structured data with address, phone and hours | 50% | no |
| Have an llms.txt | 13% | no |
The top tenth is the 433 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 36,926 sites | 58% | 29% | 45.1% |
| Sites using Resy 600 sites | 69% | 48% | 45.1% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Sushi by M sushi | 107 m | C | yes |
| Kikoo sushi | 296 m | A | no |
| Sushi On Jones sushi | 662 m | D | yes |
| Marumi sushi | 833 m | C | no |
| Mido Omakase sushi | 921 m | A | yes |
| Mikaku japanese, sushi | 976 m | D | no |
| Zest Sushi sushi | 1.1 km | F | no |
| MoMo sushi | 1.1 km | C | yes |
| SushiDelic sushi | 1.2 km | D | yes |
| Osaka Fusion Sushi sushi | 1.2 km | C | no |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York | 4,270 | 52% | 40% | 45.1% |
| Built with WordPress in New York | 667 | 67% | 49% | 45.1% |
| Using Resy in New York | 273 | 69% | 48% | 45.1% |
| Built with WordPress and using Resy in New York | 47 | 67% | 45% | 45.1% |
Beyond Sushi - Vegan Restaurant A 92.3% · Soho Diner A 92.3% · Breeze A 87.2% · Nourish A 87.2% · HaaM A 86.2%
With the three fixes above (No structured data for the business; Booking only through resy; The server turns AI crawlers away at the door) the score would be about 95.4%: 74th of 4,270 in New York, up from 2772nd.
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/shirokuronyc.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 | shirokuronyc.com/#menu html_page | from the scan |
| Hours | 12:00-16:00,17:00-22:00 (closed now) | from OpenStreetMap |
| Phone | +1-646-882-0013 |
Stable links that count: /go/shirokuronyc.com/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.
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 |
| Vendor terms for agents Resy, read 2026-10-15 | Partners only |
Not measured at this scan; the next scan measures it.
Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Source. About Resy · all vendors.
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/shirokuronyc.com"><img src="https://directindex.org/badge/shirokuronyc.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.