# Oh! Liban: Agent-Direct Score D (43.1%)

Site: https://ohliban.ch/
Report: https://directindex.org/r/ohliban.ch
Scanned: 2026-10-16 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Oh! Liban is hard for agents to use.
An AI assistant can open Oh! Liban's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to TheFork, a marketplace.

## Direct links
- Phone: +41 21 311 57 56
- Hours, from OpenStreetMap · Overture Maps: Mon–Wed 11:30–14:00; Thu–Fri 11:30–14:00, 18:30–22:00; Sat 18:30–22:00; Sun closed
- Outdoor seating (OpenStreetMap)
- Languages: English, French
- WhatsApp: a link on the site

## Nearby, also direct
Places near Oh! Liban that take a booking or an order on their own website, with no marketplace in between.
- Qasti Lausanne (170 m): https://directindex.org/r/qasti.ch
- Taolé (210 m): https://directindex.org/r/taole.ch
- Man'Ouchy (910 m): https://directindex.org/r/manouchy.ch

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Booking only through thefork.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. 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

## What the site tells visitors (Measured, not scored)
- **The footer says © 2023.** Visitors and assistants may read that year as the last time anyone looked after the site. In Lausanne, 73% of comparable sites that show a year say 2025 or later.

## 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": "Oh! Liban",
  "url": "https://ohliban.ch/",
  "telephone": "+41 21 311 57 56",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 46.5167265,
    "longitude": 6.6358505
  },
  "openingHours": "Mo-We 11:30-14:00; Th-Fr 11:30-14:00,18:30-22:00; Sa 18:30-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday"
      ],
      "opens": "11:30",
      "closes": "14:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Thursday",
        "Friday"
      ],
      "opens": "11:30",
      "closes": "14:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Thursday",
        "Friday"
      ],
      "opens": "18:30",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "18:30",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "lebanese"
  ]
}
</script>
```

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

```
# Oh! Liban

> restaurant (lebanese) in Lausanne. Phone +41 21 311 57 56.

## Opening hours

Mo-We 11:30-14:00; Th-Fr 11:30-14:00,18:30-22:00; Sa 18:30-22:00

## About

- Website: https://ohliban.ch/
- 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.
- **TheFork works with agents through its partners.** TheFork's terms page could not be fetched on 2026-10-15; TheFork integrated OpenAI's Operator agent for UK bookings in February 2025 and is a named Google AI Mode booking partner. Terms read on 2026-10-15: https://itbrief.co.uk/story/thefork-integrates-openai-s-operator-for-uk-bookings. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
298 of 382 in Lausanne. Top 78% 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% | no |
| Publish the menu or price list as HTML | 100% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 51% | no |
| Have an llms.txt | 33% | no |

Nearest places with a similar menu: Qasti Lausanne (B, 170 m, https://directindex.org/r/qasti.ch); Taolé (B, 207 m, https://directindex.org/r/taole.ch); Man'Ouchy (C, 907 m, https://directindex.org/r/manouchy.ch); Le Levant (D, 925 m, https://directindex.org/r/lelevant.ch); Beirut House (D, 998 m, https://directindex.org/r/beiruthouse.ch); Keyann (C, 1343 m, https://directindex.org/r/keyann.ch).

## 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 Lausanne and named 72 places. Oh! Liban wasn't one of them. See who was named: https://directindex.org/city/lausanne/recommended


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); Sites using TheFork 65% (40% A or B, 2102 sites); This site 43.1%.

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

## Businesses like Oh! Liban in Lausanne

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Lausanne | 382 | 58% | 36% | 43.1% |
| Sites built with WordPress in Lausanne | 157 | 67% | 46% | 43.1% |
| Sites using TheFork in Lausanne | 25 | 61% | 48% | 43.1% |
| Sites built with WordPress and using TheFork in Lausanne | 15 | 68% | 60% | 43.1% |

The best of the sites built with WordPress and using TheFork in Lausanne: La croix d'ouchy (B 84.6%, https://directindex.org/r/restaurant-croix-d-ouchy.ch); Crêperie d'Ouchy (B 77.5%, https://directindex.org/r/ouchycrep.ch); Crêperie des Philosophes (B 77.5%, https://directindex.org/r/creperiedesphilosophes.ch); Les Escapades Gourmandes (B 75.4%, https://directindex.org/r/lesescapadesgourmandes.ch); Auberge de l'Abbaye de Montheron (B 72.3%, https://directindex.org/r/montheron.ch).

With the three fixes above (No structured data for the business; Booking only through thefork; No menu or price list found), the score would be about 95.4%. That would be 6th of 382 in Lausanne, up from 298th.

## The direct record
What agents get for Oh! Liban, as JSON: https://directindex.org/api/direct/ohliban.ch
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Mo-We 11:30-14:00; Th-Fr 11:30-14:00,18:30-22:00; Sa 18:30-22:00 (closed now) (from OpenStreetMap)
- Phone: +41 21 311 57 56

## 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, TheFork: Through partners. TheFork's terms page could not be fetched on 2026-10-15; TheFork integrated OpenAI's Operator agent for UK bookings in February 2025 and is a named Google AI Mode booking partner. Read 2026-10-15: https://itbrief.co.uk/story/thefork-integrates-openai-s-operator-for-uk-bookings

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 0 | 25 |
| Actionable | 3 | 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/ohliban.ch
- 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: no

Keep watching this business (https://directindex.org/r/ohliban.ch/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/ohliban.ch/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=ohliban.ch&force=1