# Mookata: Agent-Direct Score D (46.6%)

Site: http://www.thaihaochimookata.com/
Report: https://directindex.org/r/thaihaochimookata.com
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Mookata is hard for agents to use.
Some AI assistants are turned away by Mookata's website. What Mookata offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through Quandoo.

## Direct links
- Book directly: https://booking-widget.quandoo.sg/iframe.html?agentId=2&merchantId=22185&origin=http%3A%2F%2Fdev.quandoodrafts.com&path=https%3A%2F%2Fbooking-widget.quandoo.com%2F (through quandoo acting for the business)
- Phone: +6585535581
- Address: Upper Thomson Road 908 Singapore

## Nearby, also direct
Places near Mookata that take a booking or an order on their own website, with no marketplace in between.
- MyPizza (720 m): https://directindex.org/r/mypizza.com.sg
- Suki-Suki Hot Pot (2.3 km): https://directindex.org/r/sukisukihotpot.com.sg
- Casuarina Curry (2.6 km): https://directindex.org/r/casuarinacurry.com
- Ah Meng Restaurant (2.8 km): https://directindex.org/r/mandai.com

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (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
- **Menu or price list is an image.** (+6 points) Agents can't read it. Publish it as text. Guide: https://directindex.org/guides/menu-pdf-ai
- **Quandoo's terms ban bots and automated use, but a direct form on your own site has no such limit.** (+5 points) Quandoo's end-user terms (London, May 2018, section 3.3.1) bar robots, spiders, scrapers or any other automated means of access to the website for any purpose; the operator, Quandoo UK Limited, is in members' voluntary liquidation and the German company is in liquidation too. Terms read on 2026-10-15: https://www.quandoo.co.uk/terms-conditions. An agent that books or orders there goes against the vendor's terms unless the vendor allows it. A form or booking page on your own domain has no such limit. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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": "Restaurant",
  "name": "Mookata",
  "url": "http://www.thaihaochimookata.com/",
  "telephone": "+6585535581",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Upper Thomson Road 908",
    "addressLocality": "Singapore",
    "addressCountry": "SG"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.3984544,
    "longitude": 103.8183095
  },
  "acceptsReservations": "https://booking-widget.quandoo.sg/iframe.html?agentId=2&amp;merchantId=22185&amp;origin=http%3A%2F%2Fdev.quandoodrafts.com&amp;path=https%3A%2F%2Fbooking-widget.quandoo.com%2F",
  "hasMenu": "https://thaihaochimookata.com/wp-content/uploads/2015/07/THC-NEW-MENU.jpg",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://booking-widget.quandoo.sg/iframe.html?agentId=2&amp;merchantId=22185&amp;origin=http%3A%2F%2Fdev.quandoodrafts.com&amp;path=https%3A%2F%2Fbooking-widget.quandoo.com%2F",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Mookata

> restaurant in Upper Thomson Road 908 Singapore, Singapore. Phone +6585535581.

## Book or order directly

- Book: https://booking-widget.quandoo.sg/iframe.html?agentId=2&amp;merchantId=22185&amp;origin=http%3A%2F%2Fdev.quandoodrafts.com&amp;path=https%3A%2F%2Fbooking-widget.quandoo.com%2F (through quandoo acting for the business)
- Menu: https://thaihaochimookata.com/wp-content/uploads/2015/07/THC-NEW-MENU.jpg

## About

- Website: http://www.thaihaochimookata.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.
- **Booking through quandoo on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
1684 of 2660 in Singapore. Top 63% 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 | 97% | yes |
| Publish the menu or price list as HTML | 89% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | no |
| Structured data with address, phone and hours | 53% | no |
| Have an llms.txt | 49% | no |

Nearest places in the index: 四海珍餐馆 si hai zhen restaurant (D, 62 m, https://directindex.org/r/sitelift.site); Daruma Tavern (D, 636 m, https://directindex.org/r/darumatavern.sg); Panda Bar Singapore (D, 714 m, https://directindex.org/r/pandabar.com.sg); MyPizza (C, 717 m, https://directindex.org/r/mypizza.com.sg); Hung Fook Tong Singapore (C, 1603 m, https://directindex.org/r/shhks.com); Happy Kampong Seafood (D, 1910 m, https://directindex.org/r/happykampongseafood.com); Suki-Suki Hot Pot (A, 2262 m, https://directindex.org/r/sukisukihotpot.com.sg); Casuarina Curry (C, 2603 m, https://directindex.org/r/casuarinacurry.com); Ah Meng Restaurant (B, 2820 m, https://directindex.org/r/mandai.com); Intimatesuppers (F, 2945 m, https://directindex.org/r/wordpress.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 22 everyday questions about Singapore and named 159 places. Mookata wasn't one of them. See who was named: https://directindex.org/city/singapore/recommended


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); Sites using Quandoo 62% (30% A or B, 502 sites); This site 46.6%.

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

## Businesses like Mookata in Singapore

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Singapore | 2660 | 54% | 34% | 46.6% |
| Sites built with WordPress in Singapore | 852 | 63% | 41% | 46.6% |
| Sites using Quandoo in Singapore | 20 | 64% | 40% | 46.6% |
| Sites built with WordPress and using Quandoo in Singapore | 10 | 67% | 40% | 46.6% |

The best of the sites built with WordPress and using Quandoo in Singapore: Brio European Street Food and Coffee (A 95.4%, https://directindex.org/r/brio.com.sg); Chat Masala (A 87.7%, https://directindex.org/r/chat-masala.com); Bread Beer Brezn (B 72.3%, https://directindex.org/r/bbnb.sg); Tandoor Lounge (B 72.3%, https://directindex.org/r/tandoorlounge.com); Tonny Restaurant (C 67.7%, https://directindex.org/r/tonnyrestaurant.sg).

With the three fixes above (No structured data for the business; The server turns AI crawlers away at the door; Menu or price list is an image), the score would be about 87.7%. That would be 212th of 2,660 in Singapore, up from 1684th.

## The direct record
What agents get for Mookata, as JSON: https://directindex.org/api/direct/thaihaochimookata.com
- Book: https://booking-widget.quandoo.sg/iframe.html?agentId=2&amp;merchantId=22185&amp;origin=http%3A%2F%2Fdev.quandoodrafts.com&amp;path=https%3A%2F%2Fbooking-widget.quandoo.com%2F (vendor on own site: Quandoo; found by the scan of 2026-10-22, not yet tested)
- Order: none on record
- Menu: https://thaihaochimookata.com/wp-content/uploads/2015/07/THC-NEW-MENU.jpg (image; from the scan)
- Hours: none on record
- Phone: +6585535581
- Stable links that count: https://directindex.org/go/thaihaochimookata.com/book, https://directindex.org/go/thaihaochimookata.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
- Vendor terms for agents, Quandoo: No. Quandoo's end-user terms (London, May 2018, section 3.3.1) bar robots, spiders, scrapers or any other automated means of access to the website for any purpose; the operator, Quandoo UK Limited, is in members' voluntary liquidation and the German company is in liquidation too. Read 2026-10-15: https://www.quandoo.co.uk/terms-conditions

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 18.3 | 25 |
| Readable | 2 | 25 |
| Actionable | 10 | 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/thaihaochimookata.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: no

Keep watching this business (https://directindex.org/r/thaihaochimookata.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/thaihaochimookata.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=thaihaochimookata.com&force=1