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

Octo

octo.nyc is ready for agents.

Listed by Overture Maps.

OrderMenuCallWebsite

Ways to reach Octo directly, with no marketplace in between. Checked 2026-10-23. On the business's own site. Report a mistake

1 E 33rd St, 10016, New York · (646) 833-7864

Its menu mentions: a lunch or set menu

Nearby, also direct

Places near Octo 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 Octo's website. It can read what Octo offers. It finds a way to book or order directly on the site.

95.4%

62 of 65 points available

1/5

agent-readiness level, Basic Web Presence

2

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.

The assistants were asked 13 everyday questions about New York and named 69 places. Octo wasn't one of them. See who was named →

Where it stands

How Octo compares

Where it stands

526 of 11,171 in New York

Top 5% of the sites scanned in this index. Just above: Not Ray's Pizza A, OLIYO A. Just below: Oyamel A, Palermo A.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML95%yes
Let AI crawlers in (no block at the server or in robots.txt)96%yes
Structured data with address, phone and hours59%no
Have an llms.txt25%no

The top 10% are the 1139 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with BentoBox 2,256 sites80%86%95.4%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Tosokchon NYC korean50 mBno
Bonchon Chicken chicken, korean, sushi61 mAyes
Ahgassi Korean Barbecue korean85 mCyes
LOVE Korean BBQ chicken, korean91 mByes
Bangia korean91 mAyes
Dubu Haus korean108 mDno
Hangawi korean113 mAyes
Soju Haus korean113 mCno
O2 Hot Stone BBQ House - Koreatown NYC korean142 mByes
BCD Tofu House korean144 mByes
Businesses like yours

Businesses like Octo in New York

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in New York11,17152%34%95.4%
Sites built with BentoBox in New York53983%88%95.4%

The best of the sites built with BentoBox in New York

Café Carmellini A 100% · Casa Louie A 100% · Chelsea Living Room A 100% · Dado's Pizza and Taproom A 100% · Dkpublic A 100%

After the top fixes

With the fix above (Structured data is incomplete), the score would be about 100%, which would be first of 11,171 in New York.

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. Structured data is incomplete +3 points

    Missing: opening hours. How to fix it

  2. 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. 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.
  • Structured data found (FoodEstablishment) address, phone
  • Menu or price list is an HTML page Agents can read the items and prices.
  • Ordering on your own site Agents can order without going through a marketplace.

Builder: bentobox · contact page /about/: nothing new; menu page /menus/: menu schema, ordering via bentobox; booking page /order-online/: ordering via ubereats, ordering via doordash, ordering via grubhub

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 bentobox.

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": "FoodEstablishment",
  "name": "Octo",
  "url": "https://www.octo.nyc",
  "telephone": "(646) 833-7864",
  "address": "1 E 33rd St, 10016, New York",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.747677,
    "longitude": -73.984371
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.octo.nyc/order-online/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# Octo

> food establishment (korean) in 1 E 33rd St, 10016, New York, New York. Phone (646) 833-7864.

## Book or order directly

- Order: https://www.octo.nyc/order-online/ (on the business's own site)
- Menu: https://www.octo.nyc/menus/

## About

- Website: https://www.octo.nyc
- 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 A

<a href="https://directindex.org/r/octo.nyc"><img src="https://directindex.org/badge/octo.nyc.svg" alt="Agent-Direct Score A" 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 Octo

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/octo.nyc, through the MCP tool direct_record and in the city feed /city/new-york/direct.json.

PathLinkStatus
Booknone on record
Orderwww.octo.nyc/order-online/ own sitefound by the scan of 2026-10-23, not yet tested
Menuwww.octo.nyc/menus/ html_pagefrom the scan
Hoursnone on record
Phone(646) 833-7864

Stable links that count: /go/octo.nyc/order, /go/octo.nyc/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

Found one hop past the home page: menu page /menus/: menu schema, ordering via bentobox; booking page /order-online/: ordering via ubereats, ordering via doordash, ordering via grubhub.

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.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 businessyes