# Melting Pot: Agent-Direct Score A (89.2%)

Site: https://youthhostels.lu/en/restaurants-melting-pot/melting-pot-luxembourg
Report: https://directindex.org/r/youthhostels.lu
Scanned: 2026-10-17 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Melting Pot is ready for agents.
An AI assistant can open Melting Pot's website. It can read what Melting Pot offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://youthhostels.lu/en/ticketshop/ (on the business's own site)
- Menu: https://youthhostels.lu/en/meltingpot/#weekly-menu
- Phone: +352 26 27 650

## What to fix first
- Prices: 15 prices on the site, the middle one €17.00
- Languages: German, English, French
- WhatsApp: a link on the site

## What the site tells visitors (Measured, not scored)
- **15 prices on the landing page, the middle one €17.00.** 

- **Structured data is incomplete.** (+4 points) Missing: address, telephone. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Melting Pot",
  "url": "https://youthhostels.lu/en/restaurants-melting-pot/melting-pot-luxembourg",
  "telephone": "+352 26 27 650",
  "email": "luxembourg@youthhostels.lu",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Rue du Fort Olisy 2",
    "postalCode": "2261",
    "addressLocality": "Luxembourg"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 49.6130501,
    "longitude": 6.1378515
  },
  "openingHours": "06:30-09:00; 11:45-14:30; 18:00-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "06:30",
      "closes": "09:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "11:45",
      "closes": "14:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "18:00",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "regional",
    "international",
    "burger"
  ],
  "acceptsReservations": "https://youthhostels.lu/en/ticketshop/",
  "hasMenu": "https://youthhostels.lu/en/meltingpot/#weekly-menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://youthhostels.lu/en/ticketshop/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## 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 (LodgingBusiness).** opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
18 of 170 in Luxembourg. Top 11% 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 | 100% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 78% | no |
| Have an llms.txt | 44% | yes |

Nearest places with a similar menu: IKKI (C, 339 m, https://directindex.org/r/ikki.lu); Oekosoph Pafendall - Bei Lou (B, 351 m, https://directindex.org/r/oekosoph.lu); Sazio (A, 492 m, https://directindex.org/r/sazio.lu); McDonald's (D, 616 m, https://directindex.org/r/mcdonalds.com); D'Artagnan (C, 703 m, https://directindex.org/r/dartagnanlu.com); Origine (C, 877 m, https://directindex.org/r/restaurant-origine.lu); Five Guys (B, 1289 m, https://directindex.org/r/fiveguys.com); Burger King (F, 1308 m, https://directindex.org/r/bk.com); Max + Moritz (B, 1399 m, https://directindex.org/r/maxmoritz.lu); Oscar's Diner (A, 1488 m, https://directindex.org/r/oscars.lu).

## 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 12 everyday questions about Luxembourg and named 62 places. Melting Pot wasn't one of them. See who was named: https://directindex.org/city/luxembourg/recommended


Compared with its peers: Sites built with WordPress 58% (30% A or B, 68857 sites); This site 89.2%.

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

## Businesses like Melting Pot in Luxembourg

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Luxembourg | 170 | 62% | 47% | 89.2% |
| Sites built with WordPress in Luxembourg | 53 | 68% | 53% | 89.2% |

The best of the sites built with WordPress in Luxembourg: Le Fin Gourmand (A 100%, https://directindex.org/r/lefingourmand.lu); Moien Masala (A 100%, https://directindex.org/r/moienmasala.com); Akami (A 95.4%, https://directindex.org/r/akami.lu); Sakana (A 95.4%, https://directindex.org/r/sakana.lu); Ukulele (A 93.8%, https://directindex.org/r/ukulele.lu).

With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 5th of 170 in Luxembourg, up from 18th.

## The direct record
What agents get for Melting Pot, as JSON: https://directindex.org/api/direct/youthhostels.lu
- Book: https://youthhostels.lu/en/ticketshop/ (own site; found by the scan of 2026-10-17, not yet tested)
- Order: none on record
- Menu: https://youthhostels.lu/en/meltingpot/#weekly-menu (html_page; from the scan)
- Hours: 06:30-09:00; 11:45-14:30; 18:00-21:00 (closed now) (from OpenStreetMap)
- Phone: +352 26 27 650
- Stable links that count: https://directindex.org/go/youthhostels.lu/book, https://directindex.org/go/youthhostels.lu/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

Found one hop past the home page: menu page /en/meltingpot/: 10 prices.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 18 | 25 |
| Actionable | 15 | 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/youthhostels.lu
- 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: yes
- 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: yes
- OAuth protected resource metadata: yes
- 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/youthhostels.lu/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/youthhostels.lu/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=youthhostels.lu&force=1