# Lahore Karahi: Agent-Direct Score A (90.8%)

Site: https://www.lahorekarahi.co.uk
Report: https://directindex.org/r/lahorekarahi.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.)
Lahore Karahi is ready for agents.

## Direct links
- Book directly: https://www.opentable.co.uk/widget/reservation/loader?rid=267111&type=standard&theme=standard&color=1&dark=false&iframe=true&domain=couk&lang=en-GB&newtab=false&ot_source=Restaurant%20website&cfe=true (through opentable acting for the business)
- Order directly: https://www.lahorekarahi.co.uk/order-online/ (on the business's own site)
- Menu: https://www.lahorekarahi.co.uk/menu/
- Phone: +44 20 8767 2477

## What to fix first
- **Structured data is incomplete.** (+3 points) Missing: address, telephone. 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": "Lahore Karahi",
  "url": "https://www.lahorekarahi.co.uk",
  "telephone": "+44 20 8767 2477",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Tooting High Street 1",
    "postalCode": "SW17 0SN",
    "addressLocality": "London"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.4295571,
    "longitude": -0.1661713
  },
  "openingHours": "Mo-Su 11:00-24:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "11:00",
      "closes": "24:00"
    }
  ],
  "servesCuisine": [
    "pakistani",
    "curry"
  ],
  "acceptsReservations": "https://www.opentable.co.uk/widget/reservation/loader?rid=267111&type=standard&theme=standard&color=1&dark=false&iframe=true&domain=couk&lang=en-GB&newtab=false&ot_source=Restaurant%20website&cfe=true",
  "hasMenu": "https://www.lahorekarahi.co.uk/menu/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.opentable.co.uk/widget/reservation/loader?rid=267111&type=standard&theme=standard&color=1&dark=false&iframe=true&domain=couk&lang=en-GB&newtab=false&ot_source=Restaurant%20website&cfe=true",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.lahorekarahi.co.uk/order-online/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Lahore Karahi

> restaurant (pakistani, curry) in Tooting High Street 1 SW17 0SN London, London. Phone +44 20 8767 2477.

## Book or order directly

- Book: https://www.opentable.co.uk/widget/reservation/loader?rid=267111&type=standard&theme=standard&color=1&dark=false&iframe=true&domain=couk&lang=en-GB&newtab=false&ot_source=Restaurant%20website&cfe=true (through opentable acting for the business)
- Order: https://www.lahorekarahi.co.uk/order-online/ (on the business's own site)
- Menu: https://www.lahorekarahi.co.uk/menu/

## Opening hours

Mo-Su 11:00-24:00

## About

- Website: https://www.lahorekarahi.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.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Organization).** opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking through opentable on your own domain.** No marketplace commission, and the guest stays yours.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
180 of 3575 in London. Top 5% 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 | 99% | yes |
| Publish the menu or price list as HTML | 86% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 93% | yes |
| Structured data with address, phone and hours | 53% | no |
| Have an llms.txt | 26% | no |

Nearest places in the index: Naan Staap (A, 60 m, https://directindex.org/r/naanstaap.co.uk); Green Choy (C, 61 m, https://directindex.org/r/greenchoy.com); Guasa (D, 62 m, https://directindex.org/r/guasagroup.com); Boom Bap Burger (B, 77 m, https://directindex.org/r/boombapburger.com); Ading Ysa's Kitchen (D, 104 m, https://directindex.org/r/adingysaskitchen.com); Tapas Room (F, 134 m, https://directindex.org/r/thetapasroom.co.uk); Dosa n Chutny (F, 299 m, https://directindex.org/r/dosanchutny.com); Tartine (D, 399 m, https://directindex.org/r/tartineartisanal.com); Turo Turo Tooting (B, 421 m, https://directindex.org/r/turoturo.co.uk); The Little Taperia (B, 532 m, https://directindex.org/r/thelittletaperia.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); Sites using OpenTable 67% (42% A or B, 1409 sites); This site 90.8%.

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 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/lahorekarahi.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: 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: yes

Deep report: https://directindex.org/r/lahorekarahi.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=lahorekarahi.co.uk&force=1