The Direct Index
Report · New York cafes and bars · scanned 2026-10-14

Luke’s Bar & Grill

lukesbarandgrill.com is mostly ready for agents.

Order directly: lukesbarandgrill.com/food-items/ on the business's own site · Menu: lukesbarandgrill.com/#menu

See what an AI agent reads on this site →

B
73.8%

48 of 65 points available

0/5

agent-readiness level, Not Ready

2

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.

Findings

What to fix first

  1. No structured data for the business +14 points

    Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it

  2. 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 cafes and bars. List your agency or yourself: free, reviewed by hand.

Already right

Builder: wordpress · Front: cloudflare

Fix kit

What to paste

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.

Show the code to paste

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": "BarOrPub",
  "name": "Luke’s Bar & Grill",
  "url": "https://lukesbarandgrill.com/",
  "telephone": "+1 212-249-7070",
  "email": "lukesbargrill@gmail.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "3rd Avenue 1394",
    "addressLocality": "New York"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7746187,
    "longitude": -73.9572996
  },
  "openingHours": "Mo-Fr 11:30-24:00; Sa, Su 11:00-12:00",
  "hasMenu": "https://lukesbarandgrill.com/#menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://lukesbarandgrill.com/food-items/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

Save as /llms.txt at the root of the site. Guide.

# Luke’s Bar & Grill

> bar or pub in 3rd Avenue 1394 New York, New York cafes and bars. Phone +1 212-249-7070.

## Book or order directly

- Order: https://lukesbarandgrill.com/food-items/ (on the business's own site)
- Menu: https://lukesbarandgrill.com/#menu

## Opening hours

Mo-Fr 11:30-24:00; Sa, Su 11:00-12:00

## About

- Website: https://lukesbarandgrill.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Where it stands

How Luke’s Bar & Grill compares

Where it stands

377 of 1,612 in New York cafes and bars

Top 23% of the sites scanned in this index. Just above: Little Rascal Bar B, LoFi B. Just below: Lydia's B, McHale's Pub B.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain98%yes
Publish the menu or price list as HTML96%yes
Let AI crawlers in (no edge block, no robots.txt block)99%yes
Structured data with address, phone and hours24%no
Have an llms.txt11%no

The top tenth is the 162 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with WordPress 36,926 sites58%29%73.8%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Harbs pastry, sandwich106 mByes
Dylan Murphy's pub237 mByes
H&H Midtown Bagels East bagel237 mDyes
Hutch and Waldo256 mAyes
Keys & Heels300 mCno
Cafè Blériot coffee_shop315 mFno
Bonjour Crepes & Waffles319 mByes
The Penrose355 mByes
Caledonia pub398 mCyes
Brandy's Piano Bar418 mFno
Businesses like yours

Businesses like Luke’s Bar & Grill in New York cafes and bars

GroupSitesAvg scoreA or BThis site
Same kind in New York cafes and bars1,61246%30%73.8%
Built with WordPress in New York cafes and bars23560%33%73.8%

The best of Built with WordPress in New York cafes and bars

The Winslow A 100% · Vista Lounge A 95.4% · Kissa Kissa A 93.8% · La Bagel Delight A 90.8% · Brooklyn Bread A 89.7%

The climb

With the fix above (No structured data for the business) the score would be about 95.4%: 8th of 1,612 in New York cafes and bars, up from 377th.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

Assistants

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.

Owners

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.

Rescan now · Markdown · Dispute a check

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.

Send the fixes to your web person
One email, the fixes and the link; nothing stored.
Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score B

<a href="https://directindex.org/r/lukesbarandgrill.com"><img src="https://directindex.org/badge/lukesbarandgrill.com.svg" alt="Agent-Direct Score B" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Luke’s Bar & Grill

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/lukesbarandgrill.com, through the MCP tool direct_record and in the city feed /city/new-york-cafes-bars/direct.json.

PathLinkStatus
Booknone on record
Orderlukesbarandgrill.com/food-items/ own sitefound by the scan of 2026-10-14, not yet tested
Menulukesbarandgrill.com/#menu html_pagefrom the scan
HoursMo-Fr 11:30-24:00; Sa, Su 11:00-12:00 (closed now)from OpenStreetMap
Phone+1 212-249-7070

Stable links that count: /go/lukesbarandgrill.com/order, /go/lukesbarandgrill.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.

Transactable

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.

Agent readiness

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 homepageno how
sitemap.xmlyes
AI bot rules in robots.txtno how
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessno