The Direct Index
Report · New York cafes and bars · scanned 2026-10-23

Duke Eatery - Park Ave

dukeeatery.com is hard for agents to use.

Listed by Overture Maps.

MenuCallWebsite

Ways to reach Duke Eatery - Park Ave directly, with no marketplace in between. Checked 2026-10-23. Report a mistake

300 Park Ave, 10022, New York · +12126257777

Nearby, also direct

Places near Duke Eatery - Park Ave that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

An AI assistant can open Duke Eatery - Park Ave's website. What Duke Eatery - Park Ave offers is in a PDF or an image, and assistants read those badly. To book or order, it is sent to Grubhub, a marketplace.

49.2%

32 of 65 points available

1/5

agent-readiness level, Basic Web Presence

4

things to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

Where it stands

How Duke Eatery - Park Ave compares

Where it stands

2,196 of 4,076 in New York cafes and bars

Top 54% of the sites scanned in this index. Just above: Desmond's Tavern D, Dokidoki D. Just below: FIFTYLAN KOREATOWN D, Finnerty's D.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain97%no
Publish the menu or price list as HTML95%no
Let AI crawlers in (no block at the server or in robots.txt)98%yes
Structured data with address, phone and hours36%no
Have an llms.txt22%no

The top 10% are the 415 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with Wix 24,646 sites53%30%49.2%
Sites using Grubhub 193 sites64%44%49.2%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Mangia102 mAyes
Rarities118 mCno
Trouble's Trust151 mCno
Maggie's Place irish, pub197 mBno
Urbanspace Lexington223 mAyes
Toasties sandwich243 mFno
Lea Wine Bar259 mFno
The Met Bar262 mDno
Snafu Bar295 mCno
Moka Matcha coffee_shop296 mAyes
Businesses like yours

Businesses like Duke Eatery - Park Ave in New York cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in New York cafes and bars4,07648%26%49.2%
Sites built with Wix in New York cafes and bars21661%36%49.2%
Sites using Grubhub in New York cafes and bars3370%64%49.2%
Sites built with Wix and using Grubhub in New York cafes and bars357%0%49.2%

The best of the sites using Grubhub in New York cafes and bars

Fort Washington Public House A 90.8% · La Cava Wine Bar A 90.8% · Kos Kaffe A 87.7% · Paneantico B 81.5% · Corner Bistro East B 76.9%

After the top fixes

With the three fixes above (No structured data for the business; Ordering only through grubhub; Menu or price list is a PDF), the score would be about 95.4%. That would be 44th of 4,076 in New York cafes and bars, up from 2196th.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. No structured data for the business +15 points

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

  2. Ordering only through grubhub +12 points

    Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. How to fix it About this vendor

  3. Menu or price list is a PDF +3 points

    Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. How to fix it

  4. No llms.txt no points, but worth doing

    Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in New York cafes and bars. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in No rule blocks the main AI user agents.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • Grubhub works with agents through its partners Grubhub's terms of use (17 December 2024) bar access with any robot, spider, crawler or automated process; since June 2026 Alexa+ users can browse, build an order and check out through Grubhub by voice. Terms read on 2026-10-15: https://www.grubhub.com/legal/terms-of-use. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

Builder: wix · contact page /about-us: nothing new

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on wix.

Where to paste it on Wix: Settings, then Custom Code under Development & integrations, then Add Custom Code; choose All pages and Head. The site must be published with a connected domain. the official help page.

Show the code to paste

Structured data (JSON-LD)

Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Duke Eatery - Park Ave",
  "url": "http://www.dukeeatery.com/",
  "telephone": "+12126257777",
  "address": "300 Park Ave, 10022, New York",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.75688458,
    "longitude": -73.97501597
  }
}
</script>

llms.txt

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

# Duke Eatery - Park Ave

> local business in 300 Park Ave, 10022, New York, New York cafes and bars. Phone +12126257777.

## Book or order directly

- Menu: https://www.dukeeatery.com/_files/ugd/6e42a0_acbece1229844cdb8a6ee6d92c2dd180.pdf

## About

- Website: http://www.dukeeatery.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Owners

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

· Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.

Show the score

Owners who score well put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score D

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

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Duke Eatery - Park Ave

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

PathLinkStatus
Booknone on record
Ordernone on record
Menuwww.dukeeatery.com/_files/ugd/6e42a0_acbece1229844cdb8a6ee6d pdffrom the scan
Hoursnone on record
Phone+12126257777

Stable links that count: /go/dukeeatery.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
yes
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
Vendor terms for agents
Grubhub, read 2026-10-15
Through partners

Grubhub's terms of use (17 December 2024) bar access with any robot, spider, crawler or automated process; since June 2026 Alexa+ users can browse, build an order and check out through Grubhub by voice. Source. About Grubhub · all vendors.

Agent readiness

Level 1 of 5, Basic Web Presence

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward 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.txtyes
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