# Malai Thai Cuisine: Agent-Direct Score B (81.5%)

Site: https://www.malaithai.restaurant/
Report: https://directindex.org/r/malaithai.restaurant
Scanned: 2026-10-16 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Malai Thai Cuisine is mostly ready for agents.
An AI assistant can open the website of Malai Thai Cuisine. It can read what Malai Thai Cuisine offers. It finds a way to book or order directly, through letsumai.com.

## Direct links
- Menu: https://malaithai.restaurant/our-menu/
- Phone: +192026118

## What to fix first
- **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **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

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

```
# Malai Thai Cuisine

> restaurant (thai) in Jalan P. Ramlee 6 50250 Kuala Lumpur, Kuala Lumpur. Phone +192026118.

## Book or order directly

- Menu: https://malaithai.restaurant/our-menu/

## Opening hours

Mo-Su 12:00-22:00

## About

- Website: https://www.malaithai.restaurant/
- 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 (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
19 of 166 in Kuala Lumpur. Top 11% 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 | 100% | no |
| Publish the menu or price list as HTML | 94% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 29% | yes |
| Have an llms.txt | 6% | no |

Nearest places in the index: Cicchetti di Zenzero (C, 18 m, https://directindex.org/r/zenzerogroup.com); Burger King (F, 138 m, https://directindex.org/r/bk.com); Asador V (D, 206 m, https://directindex.org/r/asadorv.co); Orbit Revolving Dining (B, 280 m, https://directindex.org/r/kltower.com); Hard Rock Cafe (A, 399 m, https://directindex.org/r/hardrock.com); Bijan Bar and Restaurant (F, 418 m, https://directindex.org/r/bijanrestaurant.com); Cielo Rooftop - Dining and Lounge (A, 431 m, https://directindex.org/r/cielokl.com); Ciccio (B, 494 m, https://directindex.org/r/ciccio.com.my); Hide (F, 510 m, https://directindex.org/r/hidekl.com); Samad Al Iraqi (D, 523 m, https://directindex.org/r/samadaliraqirestaurant.com.my).

## 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 59% (31% A or B, 38935 sites); This site 81.5%.

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

## Businesses like Malai Thai Cuisine in Kuala Lumpur

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kuala Lumpur | 166 | 53% | 31% | 81.5% |
| Sites built with WordPress in Kuala Lumpur | 70 | 66% | 49% | 81.5% |

The best of the sites built with WordPress in Kuala Lumpur: Captain Shrimp Petaling Jaya (A 95.4%, https://directindex.org/r/captainshrimp.my); Andaman Seafood Village - Seafood Restaurant Kuala Lumpur (A 92.3%, https://directindex.org/r/andamanseafood.my); Oriental Kopi 华阳 (A 92.3%, https://directindex.org/r/orientalkopi.asia); El Cerdo (A 90.8%, https://directindex.org/r/elcerdokl.com); Orchid House (A 90.8%, https://directindex.org/r/restaurantorchid.com).

With the two fixes above (Booking through an unrecognised third party; Ordering through an unrecognised third party) the score would be about 100%: first of 166 in Kuala Lumpur.

## The direct record
What agents get for Malai Thai Cuisine, as JSON: https://directindex.org/api/direct/malaithai.restaurant
- Book: none on record
- Order: none on record
- Menu: https://malaithai.restaurant/our-menu/ (html_page; from the scan)
- Hours: Mo-Su 12:00-22:00 (closed now) (from OpenStreetMap)
- Phone: +192026118
- Stable links that count: https://directindex.org/go/malaithai.restaurant/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 | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 6 | 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/malaithai.restaurant
- 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: yes
- OAuth protected resource metadata: yes
- 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/malaithai.restaurant/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/malaithai.restaurant/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=malaithai.restaurant&force=1