# Ce La Vie Lounge London: Agent-Direct Score A (86.2%)

Site: http://www.celavie-lounge.com/
Report: https://directindex.org/r/celavie-lounge.com
Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Ce La Vie Lounge London is ready for agents.
An AI assistant can open Ce La Vie Lounge London's website. It can read what Ce La Vie Lounge London offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.celavie-lounge.com/reservations (on the business's own site)
- Order directly: https://www.celavie-lounge.com/order/status (on the business's own site)
- Menu: https://www.celavie-lounge.com/menu
- Phone: +447403380518
- Address: 379-383 New Cross Rd, SE14 6AT, London

## Nearby, also direct
Places near Ce La Vie Lounge London that take a booking or an order on their own website, with no marketplace in between.
- Papi's Grill Restaurant & Bar (60 m): https://directindex.org/r/papisgrill.co.uk
- Mei Mei's Street Cart (70 m): https://directindex.org/r/agenolxmax.com
- Éko '77 (80 m): https://directindex.org/r/eko77.co.uk

## What to fix first
- **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it.
- **Structured data is incomplete.** (+3 points) Missing: 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

## 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 London, 71% 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": "LocalBusiness",
  "name": "Ce La Vie Lounge London",
  "url": "http://www.celavie-lounge.com/",
  "telephone": "+447403380518",
  "address": "379-383 New Cross Rd, SE14 6AT, London",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.47606989,
    "longitude": -0.03443941
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.celavie-lounge.com/reservations",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.celavie-lounge.com/order/status",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Ce La Vie Lounge London

> local business (lebanese) in 379-383 New Cross Rd, SE14 6AT, London, London. Phone +447403380518.

## Book or order directly

- Book: https://www.celavie-lounge.com/reservations (on the business's own site)
- Order: https://www.celavie-lounge.com/order/status (on the business's own site)
- Menu: https://www.celavie-lounge.com/menu

## About

- Website: http://www.celavie-lounge.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 (LocalBusiness).** address, phone
- **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.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Since the scan of 2026-10-21 (A then)
- Fixed: nothing
- New: nothing

## Where it stands
950 of 8985 in London. 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 | 87% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 63% | no |
| Have an llms.txt | 36% | no |

Nearest places in the index: Square Pizza (F, 46 m, https://directindex.org/r/squarepizzase14.co.uk); Papi's Grill Restaurant & Bar (C, 55 m, https://directindex.org/r/papisgrill.co.uk); Crumble Mania (D, 56 m, https://directindex.org/r/crumblemania.com); The Adobros (C, 62 m, https://directindex.org/r/theadobros.com); Mei Mei's Street Cart (C, 73 m, https://directindex.org/r/agenolxmax.com); Éko '77 (B, 78 m, https://directindex.org/r/eko77.co.uk); Pho 80 (C, 220 m, https://directindex.org/r/pho80.co.uk); The Fat Walrus (D, 235 m, https://directindex.org/r/thefatwalrus.com); Cummin' Up (F, 386 m, https://directindex.org/r/cumminup.co.uk); The Communist (B, 535 m, https://directindex.org/r/thecommunist.co.uk).

## 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 London and named 66 places. Ce La Vie Lounge London wasn't one of them. See who was named: https://directindex.org/city/london/recommended


Compared with its peers: Sites built with Wix 54% (31% A or B, 42583 sites); This site 86.2%.

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

## Businesses like Ce La Vie Lounge London in London

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in London | 8985 | 54% | 36% | 86.2% |
| Sites built with Wix in London | 692 | 70% | 54% | 86.2% |

The best of the sites built with Wix in London: Al-Fanar (A 100%, https://directindex.org/r/alfanarrestaurant.com); Bali Satay House (A 100%, https://directindex.org/r/balisatayhouse.co.uk); Deea Bangladeshi Cuisine (A 100%, https://directindex.org/r/deea.co.uk); Ember & Cork (A 100%, https://directindex.org/r/emberandcork.co.uk); Gold Mine (A 100%, https://directindex.org/r/goldminerestaurant.com).

With the two fixes above (No working HTTPS; Structured data is incomplete), the score would be about 95.4%. That would be 187th of 8,985 in London, up from 950th.

## The direct record
What agents get for Ce La Vie Lounge London, as JSON: https://directindex.org/api/direct/celavie-lounge.com
- Book: https://www.celavie-lounge.com/reservations (own site; found by the scan of 2026-10-21, not yet tested)
- Order: https://www.celavie-lounge.com/order/status (own site; found by the scan of 2026-10-21, not yet tested)
- Menu: https://www.celavie-lounge.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: +447403380518
- Stable links that count: https://directindex.org/go/celavie-lounge.com/book, https://directindex.org/go/celavie-lounge.com/order, https://directindex.org/go/celavie-lounge.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

Found one hop past the home page: menu page /menu: ordering link (own domain).

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 22 | 25 |
| Readable | 19 | 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/celavie-lounge.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: yes
- 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/celavie-lounge.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/celavie-lounge.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=celavie-lounge.com&force=1