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

Spitfire Cheese & Sundry

spitfirecheese.com is partly visible to agents.

Menu: www.spitfirecheese.com/cafe-menu

Score over 2 scans since 2026-10-14: 62% → 66%

See what an AI agent reads on this site →

C
66.2%

43 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: fixed No booking or ordering path at all. new Ordering only through a marketplace.

Findings

What to fix first

  1. Ordering only through grubhub +12 points

    Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. How to fix it About this vendor

  2. Structured data is incomplete +7 points

    Missing: address, telephone, opening hours. 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: squarespace · Front: cloudflare · contact page /about: nothing new; menu page /cafe-menu: ordering via grubhub, ordering via ubereats, ordering via doordash, ordering via seamless

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 squarespace 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": "CafeOrCoffeeShop",
  "name": "Spitfire Cheese & Sundry",
  "url": "https://spitfirecheese.com/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "8th Avenue 927"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7653901,
    "longitude": -73.9840315
  },
  "openingHours": "Mo-Fr 07:00-20:00; Sa-Su 08:00-20:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "07:00",
      "closes": "20:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "08:00",
      "closes": "20:00"
    }
  ],
  "hasMenu": "https://www.spitfirecheese.com/cafe-menu"
}
</script>

llms.txt

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

# Spitfire Cheese & Sundry

> cafe or coffee shop in 8th Avenue 927, New York cafes and bars.

## Book or order directly

- Menu: https://www.spitfirecheese.com/cafe-menu

## Opening hours

Mo-Fr 07:00-20:00; Sa-Su 08:00-20:00

## About

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

568 of 1,612 in New York cafes and bars

Top 35% of the sites scanned in this index. Just above: Ryan Maguire’s C, Shy Shy C. Just below: St. Pat's Bar & Grill C, Starlight Tavern C.

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 Squarespace 7,098 sites65%48%66.2%
Sites using Grubhub 150 sites66%44%66.2%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Vida Verde mexican98 mByes
McGee's Pub & Restaurant108 mFno
Characters NYC Bar & Lounge112 mFno
Pick a Bagel bagel136 mFno
PHD Terrace199 mCyes
Flûte236 mByes
Tanner Smith's american, pub, brunch237 mByes
Winnie's american266 mByes
Haswell Green's pub268 mByes
The Oasis Cafe285 mDno
Businesses like yours

Businesses like Spitfire Cheese & Sundry in New York cafes and bars

GroupSitesAvg scoreA or BThis site
Same kind in New York cafes and bars1,61246%30%66.2%
Built with Squarespace in New York cafes and bars40367%46%66.2%
Using Grubhub in New York cafes and bars2768%52%66.2%
Built with Squarespace and using Grubhub in New York cafes and bars1168%36%66.2%

The best of Built with Squarespace and using Grubhub in New York cafes and bars

Maggie's Place A 85% · Kos Kaffe B 76.9% · Kopitiam Malaysian Coffee B 75.4% · Salento Colombian Coffee & Kitchen B 73.8% · Seeyamañana C 69.2%

The climb

With the two fixes above (Ordering only through grubhub; Structured data is incomplete) the score would be about 95.4%: 8th of 1,612 in New York cafes and bars, up from 568th.

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 Spitfire Cheese & Sundry

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/spitfirecheese.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.spitfirecheese.com/cafe-menu html_pagefrom the scan
HoursMo-Fr 07:00-20:00; Sa-Su 08:00-20:00 (closed now)from OpenStreetMap
Phonenone on record

Stable links that count: /go/spitfirecheese.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
Vendor terms for agents
Grubhub, read 2026-10-15
Partners only

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.

Found one hop past the home page: menu page /cafe-menu: ordering via grubhub, ordering via ubereats, ordering via doordash, ordering via seamless.

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 businessyes
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 C

<a href="https://directindex.org/r/spitfirecheese.com"><img src="https://directindex.org/badge/spitfirecheese.com.svg" alt="Agent-Direct Score C" 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.