# Masseria Caffé & Bakery: Agent-Direct Score B (76.9%)

Site: https://masseriacaffe9ave.com
Report: https://directindex.org/r/masseriacaffe.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Masseria Caffé & Bakery is mostly ready for agents.
An AI assistant can open Masseria Caffé & Bakery's website. It can read what Masseria Caffé & Bakery offers. It finds a way to book or order directly, through Square.

## Direct links
- Order directly: https://masseria-caffe-bakery.square.site/#15 (through square acting for the business)
- Menu: https://masseriacaffe.com/menu-48st/
- Phone: +1-212-969-0900
- Address: 9th Avenue 891 10019 New York
- Hours, from OpenStreetMap · Overture Maps: Mon 07:00–17:00; Tue–Fri 07:00–20:00; Sat–Sun 08:00–16:00

## Nearby, also direct
Places near Masseria Caffé & Bakery that take a booking or an order on their own website, with no marketplace in between.
- Afficionado Coffee Roasters (650 m): https://directindex.org/r/afficionadocoffee.com
- inerro (700 m): https://directindex.org/r/inerro.co
- Le Cafe Coffee (700 m): https://directindex.org/r/lecafecoffee.com
- Sip + Co. (900 m): https://directindex.org/r/sipandco.co
- Pavé (1.4 km): https://directindex.org/r/pave46.com

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What 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.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Masseria Caffé & Bakery",
  "url": "https://masseriacaffe9ave.com",
  "telephone": "+1-212-969-0900",
  "email": "info@masseriacaffenyc.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "9th Avenue 891",
    "postalCode": "10019",
    "addressLocality": "New York"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7685278,
    "longitude": -73.9855197
  },
  "openingHours": "Mo 07:00-17:00; Tu-Fr 07:00-20:00; Sa-Su 08:00-16:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday"
      ],
      "opens": "07:00",
      "closes": "17:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "07:00",
      "closes": "20:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "08:00",
      "closes": "16:00"
    }
  ],
  "servesCuisine": [
    "sandwich",
    "coffee shop",
    "pastry",
    "salad",
    "italian"
  ],
  "hasMenu": "https://masseriacaffe.com/menu-48st/",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://masseria-caffe-bakery.square.site/#15",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Masseria Caffé & Bakery

> cafe or coffee shop (sandwich, coffee shop, pastry, salad, italian) in 9th Avenue 891 10019 New York, New York cafes and bars. Phone +1-212-969-0900.

## Book or order directly

- Order: https://masseria-caffe-bakery.square.site/#15 (through square acting for the business)
- Menu: https://masseriacaffe.com/menu-48st/

## Opening hours

Mo 07:00-17:00; Tu-Fr 07:00-20:00; Sa-Su 08:00-16:00

## About

- Website: https://masseriacaffe9ave.com
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## 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 (Organization).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering through square on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
651 of 4076 in New York cafes and bars. Top 16% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 97% | yes |
| Publish the menu or price list as HTML | 95% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 36% | no |
| Have an llms.txt | 22% | no |

Nearest places with a similar menu: Afficionado Coffee Roasters (B, 650 m, https://directindex.org/r/afficionadocoffee.com); Faces and Names (C, 677 m, https://directindex.org/r/facesandnames.com); inerro (B, 703 m, https://directindex.org/r/inerro.co); Le Cafe Coffee (B, 704 m, https://directindex.org/r/lecafecoffee.com); Sip + Co. (B, 903 m, https://directindex.org/r/sipandco.co); Jolly Goat Coffee (F, 922 m, https://directindex.org/r/thejollygoat.com); Bird & Branch (D, 1017 m, https://directindex.org/r/birdandbranchnyc.com); Grind (F, 1176 m, https://directindex.org/r/grindnyc.com); Romeo And Juliet Colombian Coffee (C, 1349 m, https://directindex.org/r/romeoandjulietcoffee.com); Pavé (B, 1417 m, https://directindex.org/r/pave46.com).

## What assistants answer
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.


Compared with its peers: Sites built with WordPress 55% (24% A or B, 217120 sites); Sites using Square 65% (42% A or B, 4353 sites); This site 76.9%.

See what an AI agent reads on this site: https://directindex.org/r/masseriacaffe.com/agent-view

## Businesses like Masseria Caffé & Bakery in New York cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York cafes and bars | 4076 | 48% | 26% | 76.9% |
| Sites built with WordPress in New York cafes and bars | 681 | 57% | 27% | 76.9% |
| Sites using Square in New York cafes and bars | 105 | 71% | 62% | 76.9% |
| Sites built with WordPress and using Square in New York cafes and bars | 21 | 68% | 67% | 76.9% |

The best of the sites built with WordPress and using Square in New York cafes and bars: Colson Patisserie (A 86.3%, https://directindex.org/r/colsonpastries.com); APERITIVO by CARTA (B 78.5%, https://directindex.org/r/aperitivobycarta.com); Campbell & Co. (B 78.5%, https://directindex.org/r/campbellandco.nyc); The Independent Cafe (B 78.5%, https://directindex.org/r/theindependentcafenyc.com); Bonjour Crepes & Waffles (B 76.9%, https://directindex.org/r/bonjourcrepesandwine.com).

With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 245th of 4,076 in New York cafes and bars, up from 651st.

## The direct record
What agents get for Masseria Caffé & Bakery, as JSON: https://directindex.org/api/direct/masseriacaffe.com
- Book: none on record
- Order: https://masseria-caffe-bakery.square.site/#15 (vendor on own site: Square; found by the scan of 2026-10-23, not yet tested)
- Menu: https://masseriacaffe.com/menu-48st/ (html_page; from the scan)
- Hours: Mo 07:00-17:00; Tu-Fr 07:00-20:00; Sa-Su 08:00-16:00 (closed now) (from OpenStreetMap)
- Phone: +1-212-969-0900
- Stable links that count: https://directindex.org/go/masseriacaffe.com/order, https://directindex.org/go/masseriacaffe.com/menu

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- 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): yes
- Vendor terms for agents, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/masseriacaffe.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/masseriacaffe.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/masseriacaffe.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=masseriacaffe.com&force=1