# Cafe Chef Wan TTDI: Agent-Direct Score A (86.2%)

Site: https://cafechefwan.my
Report: https://directindex.org/r/cafechefwan.my
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.)
Cafe Chef Wan TTDI is ready for agents.
An AI assistant can open Cafe Chef Wan TTDI's website. It can read what Cafe Chef Wan TTDI offers. It finds a way to book or order directly, through inline.

## Direct links
- Book directly: https://inline.app/groups/cafe-chef-wan (through inline acting for the business)
- Order directly: https://order.cafechefwan.my/?ref=cafechefwan.my (on the business's own site)
- Menu: https://cafechefwan.my/dine-in-menu/
- Phone: 03-2935 9375
- Address: Unit 4-2 & 5-2, Level 2, TT Gardens, Bangunan AHP, Jalan Tun Mohd Fuad 3, 60000, Kuala Lumpur
- WhatsApp: a link on the site

## Nearby, also direct
Places near Cafe Chef Wan TTDI that take a booking or an order on their own website, with no marketplace in between.
- LOL - laksaohlaksa Food Truck (80 m): https://directindex.org/r/cowboysbarbecuengrill.com
- Puzzini Swedish Pizza (110 m): https://directindex.org/r/pizzapuzzini.com
- Goodness Greens (130 m): https://directindex.org/r/lajuiceria.com.my
- Chakuro Yakiniku (170 m): https://directindex.org/r/chakuroyakiniku.com

## What to fix first
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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
- **The phone number on the site doesn't match the open map data.** The site shows +60378906016, but OpenStreetMap or Overture Maps lists 03-2935 9375. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## 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": "Cafe Chef Wan TTDI",
  "url": "https://cafechefwan.my",
  "telephone": "03-2935 9375",
  "address": "Unit 4-2 & 5-2, Level 2, TT Gardens, Bangunan AHP, Jalan Tun Mohd Fuad 3, 60000, Kuala Lumpur",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 3.1414481104920204,
    "longitude": 101.62838995456696
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://inline.app/groups/cafe-chef-wan",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.cafechefwan.my/?ref=cafechefwan.my",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Cafe Chef Wan TTDI

> organization (malaysian) in Unit 4-2 & 5-2, Level 2, TT Gardens, Bangunan AHP, Jalan Tun Mohd Fuad 3, 60000, Kuala Lumpur, Kuala Lumpur. Phone 03-2935 9375.

## Book or order directly

- Book: https://inline.app/groups/cafe-chef-wan (through inline acting for the business)
- Order: https://order.cafechefwan.my/?ref=cafechefwan.my (on the business's own site)
- Menu: https://cafechefwan.my/dine-in-menu/

## About

- Website: https://cafechefwan.my
- 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.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through inline on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
Not ranked yet in Kuala Lumpur.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 92% | yes |
| Publish the menu or price list as HTML | 81% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 91% | yes |
| Structured data with address, phone and hours | 35% | no |
| Have an llms.txt | 27% | no |

Nearest places in the index: Betawi Indonesian Cuisine (TTDI) (D, 74 m, https://directindex.org/r/betawi.com.my); LOL - laksaohlaksa Food Truck (A, 80 m, https://directindex.org/r/cowboysbarbecuengrill.com); 7-Eleven Cafe (D, 91 m, https://directindex.org/r/7eleven.com.my); Homst Restaurant (D, 106 m, https://directindex.org/r/homst.com.my); Puzzini Swedish Pizza (A, 109 m, https://directindex.org/r/pizzapuzzini.com); DC Restaurant (D, 125 m, https://directindex.org/r/restaurant-dc.com); Goodness Greens (B, 131 m, https://directindex.org/r/lajuiceria.com.my); paperfish (B, 138 m, https://directindex.org/r/paperfish.com.my); Restoran Yarl (C, 148 m, https://directindex.org/r/yarl.my); Chakuro Yakiniku (A, 167 m, https://directindex.org/r/chakuroyakiniku.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 12 everyday questions about Kuala Lumpur and named 62 places. Cafe Chef Wan TTDI wasn't one of them. See who was named: https://directindex.org/city/kuala-lumpur/recommended


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); Sites using inline 70% (52% A or B, 331 sites); This site 86.2%.

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

## Businesses like Cafe Chef Wan TTDI in Kuala Lumpur

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with WordPress in Kuala Lumpur | 388 | 60% | 31% | 86.2% |
| Sites using inline in Kuala Lumpur | 34 | 69% | 53% | 86.2% |
| Sites built with WordPress and using inline in Kuala Lumpur | 17 | 71% | 65% | 86.2% |

The best of the sites built with WordPress and using inline in Kuala Lumpur: Director's Cut (B 81.5%, https://directindex.org/r/directorscut-ttdi.com); Cielo Rooftop - Dining and Lounge (B 80%, https://directindex.org/r/cielokl.com); Towzen (B 79.5%, https://directindex.org/r/towzenramen.com); Roots (B 78.5%, https://directindex.org/r/rootsbistro.my); Wagyu And Rice (B 76.9%, https://directindex.org/r/wagyuandrice.com).

## The direct record
What agents get for Cafe Chef Wan TTDI, as JSON: https://directindex.org/api/direct/cafechefwan.my
- Book: https://inline.app/groups/cafe-chef-wan (vendor on own site: inline; found by the scan of 2026-10-22, not yet tested)
- Order: https://order.cafechefwan.my/?ref=cafechefwan.my (own site; found by the scan of 2026-10-22, not yet tested)
- Menu: https://cafechefwan.my/dine-in-menu/ (html_page; from the scan)
- Hours: none on record
- Phone: 03-2935 9375
- Stable links that count: https://directindex.org/go/cafechefwan.my/book, https://directindex.org/go/cafechefwan.my/order, https://directindex.org/go/cafechefwan.my/menu
- Agents and people followed 2 direct links to this business this month (2 by AI agents).

## 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

Found one hop past the home page: contact page /contact/: phone.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 16 | 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/cafechefwan.my
- 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/cafechefwan.my/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/cafechefwan.my/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=cafechefwan.my&force=1