Izakaya Sushi & Loung
izakayasushilounge.com is hard for agents to use.
Menu: izakayasushilounge.com/menu.html
See what an AI agent reads on this site →
35 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.
What to fix first
- No structured data for the business +14 points
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
- No booking or ordering path at all +13 points
Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. How to fix it
- No llms.txt no points, still worth doing
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.
Already right
- robots.txt lets AI crawlers in No rule blocks the key AI user agents.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- Menu or price list is an HTML page Agents can read items and prices directly.
Builder: unknown · Front: cloudflare
What to paste
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder is in the guides.
Structured data (JSON-LD)
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": "Izakaya Sushi & Loung",
"url": "https://izakayasushilounge.com",
"telephone": "+1-718-683-9991",
"geo": {
"@type": "GeoCoordinates",
"latitude": 40.5869254,
"longitude": -73.9524957
},
"servesCuisine": [
"japanese",
"sushi"
],
"hasMenu": "https://izakayasushilounge.com/menu.html"
}
</script>
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Izakaya Sushi & Loung > restaurant (japanese, sushi) in New York. Phone +1-718-683-9991. ## Book or order directly - Menu: https://izakayasushilounge.com/menu.html ## About - Website: https://izakayasushilounge.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
2,448 of 4,270 in New York
Top 57% of the sites scanned in this index. Just above: Il Leone D, Il Tavolo di Palmisano D. Just below: KJUN D, Kampos Taverna 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% | yes |
| 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.
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Masuta Japanese Fusion japanese, asian | 156 m | B | no |
| Omakase Sushi By Hiro japanese | 259 m | D | no |
| Sushi Master sushi, japanese, poke | 1.6 km | B | yes |
| Mōre Sushi sushi | 1.9 km | B | yes |
| Fuji Hibachi & Sushi japanese, sushi | 2.5 km | B | yes |
| Nagoya Sushi sushi | 2.6 km | B | no |
| Chikurin sushi, japanese | 3.5 km | D | no |
| J San Sushi sushi | 3.8 km | C | yes |
Businesses like Izakaya Sushi & Loung in New York
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York | 4,270 | 52% | 40% | 53.8% |
The best of Same kind in New York
Akdeniz A 100% · Amelie Wine Bar A 100% · Antoya Korean BBQ A 100% · Betty A 100% · Club A Steakhouse A 100%
The climb
With the two fixes above (No structured data for the business; No booking or ordering path at all) the score would be about 95.4%: 74th of 4,270 in New York, up from 2448th.
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
What agents get for Izakaya Sushi & Loung
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/izakayasushilounge.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 | izakayasushilounge.com/menu.html html_page | from the scan |
| Hours | none on record | |
| Phone | +1-718-683-9991 |
Stable links that count: /go/izakayasushilounge.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.
Can an agent transact?
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.
Level 0 of 5, Not Ready
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 | no how |
| 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 |
What assistants answer
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.
Show the score
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/izakayasushilounge.com"><img src="https://directindex.org/badge/izakayasushilounge.com.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
Own this business?
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.