# Atul Kochhar: Agent-Direct Score B (71.8%)

Site: http://www.atulkochhar.com/
Report: https://directindex.org/r/atulkochhar.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.)
Atul Kochhar is mostly ready for agents.
Some AI assistants are turned away by Atul Kochhar's website. What Atul Kochhar offers is on another site. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://atulkochhar.com/restaurant-reading-berkshire-reservations#enquiry-restaurant-reading (on the business's own site)
- Order directly: https://atulkochhar.com/shop/atul-kochhar-curry-everyday-recipes-food-curry-cookery-book/ (on the business's own site)
- Phone: +442036679990
- Address: 17-19 Maddox St, W1S 2QH, London

## Nearby, also direct
Places near Atul Kochhar that take a booking or an order on their own website, with no marketplace in between.
- Bombay Bustle (40 m): https://directindex.org/r/bombaybustle.com
- Manthan (170 m): https://directindex.org/r/manthanmayfair.co.uk
- Darjeeling Express (270 m): https://directindex.org/r/darjeeling-express.com
- Ambassador's Clubhouse (280 m): https://directindex.org/r/ambassadorsclubhouse.com
- The Kati Roll Company (390 m): https://directindex.org/r/tkrc.co.uk

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Menu or price list is on another site.** (+5 points) The link goes to riwazrestaurants.co.uk, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai
- **The server turns AI crawlers away at the door.** (+3.3 points) Requests as GPTBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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

## 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": "Atul Kochhar",
  "url": "http://www.atulkochhar.com/",
  "telephone": "+442036679990",
  "address": "17-19 Maddox St, W1S 2QH, London",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.51322063,
    "longitude": -0.14182361
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://atulkochhar.com/restaurant-reading-berkshire-reservations#enquiry-restaurant-reading",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://atulkochhar.com/shop/atul-kochhar-curry-everyday-recipes-food-curry-cookery-book/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Atul Kochhar

> organization (indian) in 17-19 Maddox St, W1S 2QH, London, London. Phone +442036679990.

## Book or order directly

- Book: https://atulkochhar.com/restaurant-reading-berkshire-reservations#enquiry-restaurant-reading (on the business's own site)
- Order: https://atulkochhar.com/shop/atul-kochhar-curry-everyday-recipes-food-curry-cookery-book/ (on the business's own site)
- Menu: https://riwazrestaurants.co.uk/tasty-tuesdays-menu

## About

- Website: http://www.atulkochhar.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.
- **Structured data found (Organization).** no address, phone or hours in it
- **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.

## Where it stands
3225 of 9350 in London. Top 34% 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% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | no |
| Structured data with address, phone and hours | 62% | no |
| Have an llms.txt | 36% | no |

Nearest places with a similar menu: Bombay Bustle (B, 39 m, https://directindex.org/r/bombaybustle.com); Bindas Eatery (F, 159 m, https://directindex.org/r/bindaseatery.com); Manthan (B, 171 m, https://directindex.org/r/manthanmayfair.co.uk); Darjeeling Express (B, 269 m, https://directindex.org/r/darjeeling-express.com); Ambassador's Clubhouse (C, 275 m, https://directindex.org/r/ambassadorsclubhouse.com); Wrapchic (B, 315 m, https://directindex.org/r/wrapchic.co.uk); The Kati Roll Company (B, 388 m, https://directindex.org/r/tkrc.co.uk); Maharani (D, 444 m, https://directindex.org/r/maharanisoho.com); Chor Bizarre (F, 449 m, https://directindex.org/r/chorbizarre.com); Veeraswamy (B, 458 m, https://directindex.org/r/veeraswamy.com).

## 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. Atul Kochhar wasn't one of them. See who was named: https://directindex.org/city/london/recommended


Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 71.8%.

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

## Businesses like Atul Kochhar in London

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in London | 9350 | 54% | 35% | 71.8% |
| Sites built with WordPress in London | 2751 | 66% | 47% | 71.8% |

The best of the sites built with WordPress in London: AVA - Steakhouse & Grill (A 100%, https://directindex.org/r/avagrill.co.uk); Aki (A 100%, https://directindex.org/r/akilondon.com); Ara Restaurant (A 100%, https://directindex.org/r/ararestaurant.co.uk); Baba Restaurant Chelsea (A 100%, https://directindex.org/r/babachelsea.co.uk); Bonheur by Matt Abe (A 100%, https://directindex.org/r/bonheurbymattabe.com).

With the three fixes above (Structured data is incomplete; Menu or price list is on another site; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 186th of 9,350 in London, up from 3225th.

## The direct record
What agents get for Atul Kochhar, as JSON: https://directindex.org/api/direct/atulkochhar.com
- Book: https://atulkochhar.com/restaurant-reading-berkshire-reservations#enquiry-restaurant-reading (own site; found by the scan of 2026-10-21, not yet tested)
- Order: https://atulkochhar.com/shop/atul-kochhar-curry-everyday-recipes-food-curry-cookery-book/ (own site; found by the scan of 2026-10-21, not yet tested)
- Menu: https://riwazrestaurants.co.uk/tasty-tuesdays-menu (external; from the scan)
- Hours: none on record
- Phone: +442036679990
- Stable links that count: https://directindex.org/go/atulkochhar.com/book, https://directindex.org/go/atulkochhar.com/order, https://directindex.org/go/atulkochhar.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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 21.7 | 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/atulkochhar.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: 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/atulkochhar.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/atulkochhar.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=atulkochhar.com&force=1