# Lebanese Roaster - Rabdan Mall: Agent-Direct Score B (75.4%)

Site: http://lebaneseroaster.com/
Report: https://directindex.org/r/lebaneseroaster.com
Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Lebanese Roaster - Rabdan Mall is mostly ready for agents.
An AI assistant can open the website of Lebanese Roaster - Rabdan Mall. It finds no menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://lebaneseroaster.com/pages/shipping-delivery (on the business's own site)
- Phone: +971564061769

## What to fix first
- Languages: Arabic, English
- WhatsApp: a link on the site

- **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **The phone on the site is not the one the open data lists.** The site shows 971600503038; OpenStreetMap or Overture Maps lists +971564061769. An assistant that sees two different numbers does not know which to trust. Correct the wrong one: the site, or the map data at openstreetmap.org.

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Lebanese Roaster - Rabdan Mall",
  "url": "http://lebaneseroaster.com/",
  "telephone": "+971564061769",
  "address": ", 63171, أبوظبي",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 24.40756333,
    "longitude": 54.50626118
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://lebaneseroaster.com/pages/shipping-delivery",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Organization).** but without address, phone or hours
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
76 of 476 in Abu Dhabi. Top 16% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 96% | yes |
| Publish the menu or price list as HTML | 92% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 98% | yes |
| Structured data with address, phone and hours | 40% | no |
| Have an llms.txt | 38% | yes |

Nearest places in the index: Tazal - Best Restaurant In Al Qana (D, 1284 m, https://directindex.org/r/tazal.com); Otoro (F, 1392 m, https://directindex.org/r/otoroabudhabi.com); Atlon Bar and Bistro (C, 1527 m, https://directindex.org/r/linktr.ee); Horizon Restaurant - Novotel Abu Dhabi City Gate (D, 1758 m, https://directindex.org/r/accor.com); Al Fanar Restaurant & Cafe (C, 1989 m, https://directindex.org/r/alfanarrestaurant.com); Sacci (C, 2125 m, https://directindex.org/r/vogohotels.com); Punjab Grill (C, 2169 m, https://directindex.org/r/punjabgrill.me); The Forge (B, 2224 m, https://directindex.org/r/ritzcarlton.com); The Grille (F, 2501 m, https://directindex.org/r/adgolfclub.com); ERGON Abu Dhabi (B, 3015 m, https://directindex.org/r/ergonfoods.com).

## What assistants answer
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.

Asked 12 everyday questions about Abu Dhabi, the assistants named 79 places; Lebanese Roaster - Rabdan Mall was not among them. See who was named: https://directindex.org/city/abu-dhabi/recommended


Against its peers: Sites built with Shopify 46% (24% A or B, 3402 sites); This site 75.4%.

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

## Businesses like Lebanese Roaster - Rabdan Mall in Abu Dhabi

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Abu Dhabi | 476 | 48% | 24% | 75.4% |
| Sites built with Shopify in Abu Dhabi | 8 | 53% | 38% | 75.4% |

The best of the sites built with Shopify in Abu Dhabi: The Lighthouse (A 93.8%, https://directindex.org/r/thelighthouse.ae); Decathlon (B 73.8%, https://directindex.org/r/decathlon.ae); Carluccio's (D 46.2%, https://directindex.org/r/carluccios.com); Chowking (D 46.2%, https://directindex.org/r/chowkingusa.com); Bikanervala - Indian Sweets & Vegetarian Restaurant (D 41.5%, https://directindex.org/r/bikanervala.ae).

With the two fixes above (No menu or price list found; Structured data is incomplete) the score would be about 95.4%: 10th of 476 in Abu Dhabi, up from 76th.

## The direct record
What agents get for Lebanese Roaster - Rabdan Mall, as JSON: https://directindex.org/api/direct/lebaneseroaster.com
- Book: none on record
- Order: https://lebaneseroaster.com/pages/shipping-delivery (own site; found by the scan of 2026-10-17, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +971564061769
- Stable links that count: https://directindex.org/go/lebaneseroaster.com/order

## 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): yes
- 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 9 | 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/lebaneseroaster.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: yes
- 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: yes
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/lebaneseroaster.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/lebaneseroaster.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=lebaneseroaster.com&force=1