The Direct Index
Report · New York cafes and bars · scanned 2026-10-15

Ocean's 8

oceans8ny.com is hard for agents to use.

Menu: www.oceans8ny.com/delicious-food-and-drinks/

Score over 2 scans since 2026-10-14: 54% → 54%

See what an AI agent reads on this site →

D
53.8%

35 of 65 points available

1/5

agent-readiness level, Basic Web Presence

3

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.

Since the scan of 2026-10-14: no change in the findings.

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 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

  3. 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 · contact page /contact-form/: nothing new; menu page /delicious-food-and-drinks/: nothing new

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.

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": "Ocean's 8",
  "url": "https://www.oceans8ny.com",
  "telephone": "+1-718-857-5555",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Flatbush Avenue 308",
    "postalCode": "11238"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.6773707,
    "longitude": -73.9730851
  },
  "openingHours": "Mo-Th 12:00-01:00, Fr-Sa 12:00-02:00, Su 12:00-01:00",
  "servesCuisine": [
    "pub"
  ],
  "hasMenu": "https://www.oceans8ny.com/delicious-food-and-drinks/"
}
</script>

llms.txt

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

# Ocean's 8

> bar or pub (pub) in Flatbush Avenue 308 11238, New York cafes and bars. Phone +1-718-857-5555.

## Book or order directly

- Menu: https://www.oceans8ny.com/delicious-food-and-drinks/

## Opening hours

Mo-Th 12:00-01:00, Fr-Sa 12:00-02:00, Su 12:00-01:00

## About

- Website: https://www.oceans8ny.com
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Where it stands

790 of 1,612 in New York cafes and bars

Top 49% of the sites scanned in this index. Just above: Little Rebel D, Marathon Coffee D. Just below: Picky Barista D, Polly's Cafe D.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain98%no
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%53.8%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Grimm Tavern pub361 mByes
Union Hall pub, pizza613 mCyes
The Commissioner pub752 mByes
Lucky 13 pizza, pub891 mCyes
Park Slope Ale House american, pub1.1 kmFno
Fancy Free american, pub1.1 kmCyes
Evalyn's Tap House northern_european, pub, brunch1.2 kmByes
Someday pub, international1.6 kmAyes
Double Windsor american, pub2.0 kmCno
Freddy's pub2.2 kmDno
Businesses like yours

Businesses like Ocean's 8 in New York cafes and bars

GroupSitesAvg scoreA or BThis site
Same kind in New York cafes and bars1,61246%30%53.8%
Built with WordPress in New York cafes and bars23560%33%53.8%

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 two fixes above (No structured data for the business; No booking or ordering path at all) the score would be about 95.4%: 8th of 1,612 in New York cafes and bars, up from 790th.

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 direct record

What agents get for Ocean's 8

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/oceans8ny.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.oceans8ny.com/delicious-food-and-drinks/ html_pagefrom the scan
HoursMo-Th 12:00-01:00, Fr-Sa 12:00-02:00, Su 12:00-01:00from OpenStreetMap
Phone+1-718-857-5555

Stable links that count: /go/oceans8ny.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
no
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
Agent readiness

Level 1 of 5, Basic Web Presence

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.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
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.

Badge

Show the score

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

Agent-Direct Score D

<a href="https://directindex.org/r/oceans8ny.com"><img src="https://directindex.org/badge/oceans8ny.com.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
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

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.