# Majorelle: Agent-Direct Score B (76.9%)

Site: http://www.majorelleny.com/
Report: https://directindex.org/r/lowellhotel.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.)
Majorelle is mostly ready for agents.
An AI assistant can open Majorelle's website. What Majorelle offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through Tripleseat.

## Direct links
- Book directly: https://api.tripleseat.com/v1/leads/iframe_embed?lead_form_id=20569&public_key=2d7b65f82434fa614b1165c1624050909a47ee20 (through tripleseat acting for the business)
- Menu: https://www.lowellhotel.com/uploads/documents/GeneralDocuments/Majorelle_Dinner_Menu.pdf
- Phone: +12129352888
- Address: 28 E 63rd St, 10065, New York

## Nearby, also direct
Places near Majorelle that take a booking or an order on their own website, with no marketplace in between.
- Paris Match (190 m): https://directindex.org/r/parismatch.com
- Le Veau D'or (300 m): https://directindex.org/r/lvdnyc.com
- Monsieur Bistro Restaurant (310 m): https://directindex.org/r/monsieurbistro.com
- Tartinery (460 m): https://directindex.org/r/tartinery.com
- The Consulate - Midtown (700 m): https://directindex.org/r/theconsulate.nyc

## What to fix first
- **Structured data is incomplete.** (+4 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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. Guide: https://directindex.org/guides/menu-pdf-ai
- **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
- **The phone number on the site doesn't match the open map data.** The site shows 1-800-221-4444, but OpenStreetMap or Overture Maps lists +12129352888. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## 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": "Restaurant",
  "name": "Majorelle",
  "url": "http://www.majorelleny.com/",
  "telephone": "+12129352888",
  "address": "28 E 63rd St, 10065, New York",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.76579253,
    "longitude": -73.96913782
  },
  "servesCuisine": [
    "french"
  ],
  "acceptsReservations": "https://api.tripleseat.com/v1/leads/iframe_embed?lead_form_id=20569&amp;public_key=2d7b65f82434fa614b1165c1624050909a47ee20",
  "hasMenu": "https://www.lowellhotel.com/uploads/documents/GeneralDocuments/Majorelle_Dinner_Menu.pdf",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://api.tripleseat.com/v1/leads/iframe_embed?lead_form_id=20569&amp;public_key=2d7b65f82434fa614b1165c1624050909a47ee20",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Majorelle

> restaurant (french) in 28 E 63rd St, 10065, New York, New York. Phone +12129352888.

## Book or order directly

- Book: https://api.tripleseat.com/v1/leads/iframe_embed?lead_form_id=20569&amp;public_key=2d7b65f82434fa614b1165c1624050909a47ee20 (through tripleseat acting for the business)
- Menu: https://www.lowellhotel.com/uploads/documents/GeneralDocuments/Majorelle_Dinner_Menu.pdf

## About

- Website: http://www.majorelleny.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 (Restaurant).** address
- **Booking through tripleseat on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
2324 of 11000 in New York. Top 21% 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 | 100% | yes |
| Publish the menu or price list as HTML | 95% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 59% | no |
| Have an llms.txt | 25% | no |

Nearest places with a similar menu: Fleming by Le Bilboquet (D, 56 m, https://directindex.org/r/flemingbylebilboquet.com); Daniel (D, 171 m, https://directindex.org/r/danielnyc.com); Paris Match (C, 192 m, https://directindex.org/r/parismatch.com); Le Bilboquet (D, 239 m, https://directindex.org/r/lebilboquetny.com); Le Veau D'or (A, 298 m, https://directindex.org/r/lvdnyc.com); JoJo (F, 302 m, https://directindex.org/r/jojorestaurantnyc.com); Monsieur Bistro Restaurant (A, 314 m, https://directindex.org/r/monsieurbistro.com); Tartinery (B, 459 m, https://directindex.org/r/tartinery.com); Le Cirque (C, 502 m, https://directindex.org/r/lecirque.com); The Consulate - Midtown (A, 699 m, https://directindex.org/r/theconsulate.nyc).

## 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.

The assistants were asked 13 everyday questions about New York and named 69 places. Majorelle wasn't one of them. See who was named: https://directindex.org/city/new-york/recommended


Compared with its peers: Sites using Tripleseat 77% (71% A or B, 514 sites); This site 76.9%.

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

## Businesses like Majorelle in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York | 11000 | 52% | 34% | 76.9% |
| Sites using Tripleseat in New York | 57 | 83% | 82% | 76.9% |

The best of the sites using Tripleseat in New York: Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Ramerino - Italian Prime Restaurant (A 100%, https://directindex.org/r/ramerinoprime.com); Rory's Rooftop (A 100%, https://directindex.org/r/puttery.com); Rosa Mexicano (A 100%, https://directindex.org/r/rosamexicano.com); Tavern 29 (A 100%, https://directindex.org/r/tavern29.com).

With the two fixes above (Structured data is incomplete; Menu or price list is a PDF), the score would be about 87.7%. That would be 1187th of 11,000 in New York, up from 2324th.

## The direct record
What agents get for Majorelle, as JSON: https://directindex.org/api/direct/lowellhotel.com
- Book: https://api.tripleseat.com/v1/leads/iframe_embed?lead_form_id=20569&amp;public_key=2d7b65f82434fa614b1165c1624050909a47ee20 (vendor on own site: Tripleseat; found by the scan of 2026-10-23, not yet tested)
- Order: none on record
- Menu: https://www.lowellhotel.com/uploads/documents/GeneralDocuments/Majorelle_Dinner_Menu.pdf (pdf; from the scan)
- Hours: none on record
- Phone: +12129352888
- Stable links that count: https://directindex.org/go/lowellhotel.com/book, https://directindex.org/go/lowellhotel.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, Toast, or a vendor whose terms allow agents): no
- Vendor terms for agents, Tripleseat: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

## 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/lowellhotel.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/lowellhotel.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/lowellhotel.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=lowellhotel.com&force=1