# Kolkata Lounge: Agent-Direct Score B (77.4%)

Site: https://www.kolkatalounge.co.uk/
Report: https://directindex.org/r/kolkatalounge.co.uk
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Kolkata Lounge is mostly ready for agents.

## Direct links
- Book directly: https://www.kolkatalounge.co.uk/table-reservation/ (on the business's own site)
- Order directly: https://www.kolkatalounge.co.uk/takeawaymenu (on the business's own site)
- Menu: https://www.kolkatalounge.co.uk/restaurant-menu/
- Phone: +44 121 486 1487

## What to fix first
- **The server turns AI crawlers away at the door.** (+6.7 points) Live fetches as GPTBot (http_403), ClaudeBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Structured data is incomplete.** (+5 points) Missing: address, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## 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": "Restaurant",
  "name": "Kolkata Lounge",
  "url": "https://www.kolkatalounge.co.uk/",
  "telephone": "+44 121 486 1487",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Pershore Road 1488",
    "postalCode": "B30 2NT",
    "addressLocality": "Birmingham"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 52.4252413,
    "longitude": -1.921706
  },
  "openingHours": "Mo-Tu 17:00-23:30; Fr-Sa 17:00-00:30; Su 14:00-23:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday"
      ],
      "opens": "17:00",
      "closes": "23:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "17:00",
      "closes": "00:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "14:00",
      "closes": "23:30"
    }
  ],
  "servesCuisine": [
    "indian"
  ],
  "acceptsReservations": "https://www.kolkatalounge.co.uk/table-reservation/",
  "hasMenu": "https://www.kolkatalounge.co.uk/restaurant-menu/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.kolkatalounge.co.uk/table-reservation/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.kolkatalounge.co.uk/takeawaymenu",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Kolkata Lounge

> restaurant (indian) in Pershore Road 1488 B30 2NT Birmingham, Birmingham. Phone +44 121 486 1487.

## Book or order directly

- Book: https://www.kolkatalounge.co.uk/table-reservation/ (on the business's own site)
- Order: https://www.kolkatalounge.co.uk/takeawaymenu (on the business's own site)
- Menu: https://www.kolkatalounge.co.uk/restaurant-menu/

## Opening hours

Mo-Tu 17:00-23:30; Fr-Sa 17:00-00:30; Su 14:00-23:30

## About

- Website: https://www.kolkatalounge.co.uk/
- 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 key AI user agents.
- **Structured data present (Organization).** phone
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
78 of 377 in Birmingham. Top 21% 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 | 97% | yes |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 90% | no |
| Structured data with address, phone and hours | 44% | no |
| Have an llms.txt | 31% | no |

Nearest places with a similar menu: Balti Bites (A, 148 m, https://directindex.org/r/baltibites.co.uk); Tandoori Nights (C, 171 m, https://directindex.org/r/tandoorinightsbarandgrill.co.uk); Patiala (A, 584 m, https://directindex.org/r/patiala.co.uk); Taste of Chennai (C, 1923 m, https://directindex.org/r/tasteofchennaibirmingham.co.uk); Zindiya (B, 3500 m, https://directindex.org/r/zindiya.co.uk); Kababish (C, 3542 m, https://directindex.org/r/kababish.co.uk); Milan Sweet Centre (A, 4572 m, https://directindex.org/r/milansweetcentre.co.uk).

## 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.

Against its peers: Sites built with WordPress 57% (26% A or B, 35830 sites); This site 77.4%.

See what an AI agent reads on this site: https://directindex.org/r/kolkatalounge.co.uk/agent-view

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 18.3 | 25 |
| Readable | 17 | 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/kolkatalounge.co.uk
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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: yes

Deep report: https://directindex.org/r/kolkatalounge.co.uk/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=kolkatalounge.co.uk&force=1