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

Site: http://www.amberlounge.com
Report: https://directindex.org/r/amberlounge.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.)
Lounge is mostly ready for agents.
An AI assistant can open Lounge's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.amberlounge.com/singapore (on the business's own site)
- Phone: 0161 303 7575
- Address: 36-30 Market St, SK15 2AJ, Heyrod
- WhatsApp: a link on the site

## Nearby, also direct
Places near Lounge that take a booking or an order on their own website, with no marketplace in between.
- Florence & Amelia's (290 m): https://directindex.org/r/florenceandamelias.co.uk
- British Protection Inn (770 m): https://directindex.org/r/britishprotectionstalybridge.co.uk
- The Heroes of Waterloo (1.6 km): https://directindex.org/r/heroesofwaterloo.co.uk

## What to fix first
- **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
- **Structured data is incomplete.** (+5 points) Missing: telephone, opening hours. 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": "Organization",
  "name": "Lounge",
  "url": "http://www.amberlounge.com",
  "telephone": "0161 303 7575",
  "address": "36-30 Market St, SK15 2AJ, Heyrod",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 53.48417859042739,
    "longitude": -2.059795576467549
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.amberlounge.com/singapore",
        "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 (Organization).** address
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
169 of 1326 in Manchester cafes and bars. Top 13% 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 | 98% | yes |
| Publish the menu or price list as HTML | 88% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 87% | yes |
| Structured data with address, phone and hours | 27% | no |
| Have an llms.txt | 23% | yes |

Nearest places in the index: Riverside Cafe (F, 152 m, https://directindex.org/r/whitecastle.com); Ol's Bier and More (F, 187 m, https://directindex.org/r/olsbier.co.uk); Stalybridge Buffet Bar (D, 252 m, https://directindex.org/r/beerhouses.co.uk); Florence & Amelia's (A, 285 m, https://directindex.org/r/florenceandamelias.co.uk); Staly Vegas Sports Bar (D, 379 m, https://directindex.org/r/stevencharlessnooker.co.uk); Rode Hall Courtyard Kitchen (F, 714 m, https://directindex.org/r/rodehall.co.uk); The Peacock Cafe (D, 758 m, https://directindex.org/r/outofourwoods.co.uk); British Protection Inn (B, 767 m, https://directindex.org/r/britishprotectionstalybridge.co.uk); The Forester Pub and Kitchen (D, 1210 m, https://directindex.org/r/theforesterdukinfield.co.uk); The Heroes of Waterloo (C, 1588 m, https://directindex.org/r/heroesofwaterloo.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.


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

## Businesses like Lounge in Manchester cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Manchester cafes and bars | 1326 | 49% | 24% | 76.9% |

The best of the businesses of the same kind in Manchester cafes and bars: Pink Cafe (A 100%, https://directindex.org/r/pinkcafe.co.uk); Popworld (A 100%, https://directindex.org/r/popworldparty.co.uk); Slug & Lettuce Deansgate (A 100%, https://directindex.org/r/slugandlettuce.co.uk); The Waldorf (A 100%, https://directindex.org/r/greatlocalpubs.co.uk); Stamford Arms (A 98.5%, https://directindex.org/r/stamfordarmsstalybridge.co.uk).

With the two fixes above (No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 8th of 1,326 in Manchester cafes and bars, up from 169th.

## The direct record
What agents get for Lounge, as JSON: https://directindex.org/api/direct/amberlounge.com
- Book: https://www.amberlounge.com/singapore (own site; found by the scan of 2026-10-21, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 0161 303 7575
- Stable links that count: https://directindex.org/go/amberlounge.com/book

## 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 10 | 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/amberlounge.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: 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: 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/amberlounge.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/amberlounge.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=amberlounge.com&force=1