# Tabaruma Cafe: Agent-Direct Score B (72.3%)

Site: https://tabaruma.com/
Report: https://directindex.org/r/tabaruma.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.)
Tabaruma Cafe is mostly ready for agents.
An AI assistant can open Tabaruma Cafe's website. It can read what Tabaruma Cafe offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://tabaruma.com/contact-us/ (on the business's own site)
- Menu: https://tabaruma.com/menu/
- Phone: +60148419205
- Address: 78 Jalan Pudu Lama, 50200, Bandar Kuala Lumpur

## Nearby, also direct
Places near Tabaruma Cafe that take a booking or an order on their own website, with no marketplace in between.
- Balqis Restaurant (280 m): https://directindex.org/r/balqis.net
- Flavors (350 m): https://directindex.org/r/swissgarden.com
- Bijan Bar and Restaurant (470 m): https://directindex.org/r/bijanrestaurant.com

## What to fix first
- **No structured data for the business.** (+15 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
- **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

## What the site tells visitors (Measured, not scored)
- **The footer says © 2024.** Visitors and assistants may read that year as the last time anyone looked after the site. In Kuala Lumpur, 73% of comparable sites that show a year say 2025 or later.

## 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": "LocalBusiness",
  "name": "Tabaruma Cafe",
  "url": "https://tabaruma.com/",
  "telephone": "+60148419205",
  "address": "78 Jalan Pudu Lama, 50200, Bandar Kuala Lumpur",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 3.1456947,
    "longitude": 101.7027257
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://tabaruma.com/contact-us/",
        "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.

```
# Tabaruma Cafe

> local business in 78 Jalan Pudu Lama, 50200, Bandar Kuala Lumpur, Kuala Lumpur. Phone +60148419205.

## Book or order directly

- Book: https://tabaruma.com/contact-us/ (on the business's own site)
- Menu: https://tabaruma.com/menu/

## About

- Website: https://tabaruma.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.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
196 of 967 in Kuala Lumpur. Top 20% 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 | 93% | yes |
| Publish the menu or price list as HTML | 81% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes |
| Structured data with address, phone and hours | 35% | no |
| Have an llms.txt | 25% | no |

Nearest places in the index: Pizzeria Dihyang (F, 152 m, https://directindex.org/r/pizzeriadihyang.com); Dunkin' (F, 214 m, https://directindex.org/r/dunkindonuts.com); Balqis Restaurant (C, 279 m, https://directindex.org/r/balqis.net); Adyar Ananda Bhavan (D, 285 m, https://directindex.org/r/a2b.world); Flavors (D, 354 m, https://directindex.org/r/swissgarden.com); 马来西亚卫理公会华人年议会 (C, 368 m, https://directindex.org/r/methodist.org.my); Dury Dury (C, 456 m, https://directindex.org/r/durydury.com); Bijan Bar and Restaurant (F, 469 m, https://directindex.org/r/bijanrestaurant.com); Bottega KL (F, 486 m, https://directindex.org/r/bottega.my); Crane KL 丹顶鹤 (F, 493 m, https://directindex.org/r/cranekl.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. Tabaruma Cafe wasn't one of them. See who was named: https://directindex.org/city/kuala-lumpur/recommended


Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 72.3%.

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

## Businesses like Tabaruma Cafe in Kuala Lumpur

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kuala Lumpur | 967 | 49% | 22% | 72.3% |
| Sites built with WordPress in Kuala Lumpur | 348 | 60% | 32% | 72.3% |

The best of the sites built with WordPress in Kuala Lumpur: Sushi Hiro Sri Petaling (A 100%, https://directindex.org/r/sushihiro.my); Nasi Lemak Bamboo (A 95.4%, https://directindex.org/r/nasilemakbamboo.my); Penyet Express (A 95.4%, https://directindex.org/r/penyet.express); Super Saigon Bangsar KL - Pho Beef Noodle (A 95.4%, https://directindex.org/r/supersaigon.com.my); Tonkatsu by Ma Maison (A 95.4%, https://directindex.org/r/mamaison.com.my).

With the fix above (No structured data for the business), the score would be about 95.4%. That would be 9th of 967 in Kuala Lumpur, up from 196th.

## The direct record
What agents get for Tabaruma Cafe, as JSON: https://directindex.org/api/direct/tabaruma.com
- Book: https://tabaruma.com/contact-us/ (own site; found by the scan of 2026-10-22, not yet tested)
- Order: none on record
- Menu: https://tabaruma.com/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: +60148419205
- Stable links that count: https://directindex.org/go/tabaruma.com/book, https://directindex.org/go/tabaruma.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 | 25 | 25 |
| Readable | 7 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/tabaruma.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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/tabaruma.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/tabaruma.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=tabaruma.com&force=1
