# Cafe Cafe KL: Agent-Direct Score B (80%)

Site: http://www.cafecafe.com.my
Report: https://directindex.org/r/cafecafe.com.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 Cafe KL is mostly ready for agents.
An AI assistant can open Cafe Cafe KL's website. It can read what Cafe Cafe KL offers. It finds a phone number, but no link to book or order online.

## Direct links
- Menu: https://cafecafe.com.my/menus/
- Phone: +60168215796
- Address: 155 Jalan Maharajalela, 50150, Bandar Kuala Lumpur
- Its menu mentions: vegetarian dishes, a lunch or set menu

## Nearby, also direct
Places near Cafe Cafe KL that take a booking or an order on their own website, with no marketplace in between.
- Wagyu And Rice (600 m): https://directindex.org/r/wagyuandrice.com
- Wagyu Dagin (610 m): https://directindex.org/r/reservedelight.com
- Marinero (710 m): https://directindex.org/r/marinerokl.my

## What to fix first
- **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. 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

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

```
# Cafe Cafe KL

> restaurant (french) in 155 Jalan Maharajalela, 50150, Bandar Kuala Lumpur, Kuala Lumpur. Phone +60168215796.

## Book or order directly

- Menu: https://cafecafe.com.my/menus/

## About

- Website: http://www.cafecafe.com.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 (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
89 of 1063 in Kuala Lumpur. Top 8% 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 | 92% | no |
| 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% | yes |
| Have an llms.txt | 27% | no |

Nearest places in the index: as i am (D, 435 m, https://directindex.org/r/toa.capital); Nikka Kitchen & Lounge (D, 438 m, https://directindex.org/r/nikka.life); Ayam Penyet Best Station (B, 516 m, https://directindex.org/r/ayampenyetbest.com); Wagyu And Rice (B, 603 m, https://directindex.org/r/wagyuandrice.com); Wagyu Dagin (D, 605 m, https://directindex.org/r/reservedelight.com); Ngam Ngam Neighbourhood (C, 701 m, https://directindex.org/r/ngamngam.com); Marinero (B, 711 m, https://directindex.org/r/marinerokl.my); Hawker Chan Kuala Lumpur (C, 715 m, https://directindex.org/r/liaofanhawkerchan.com); Ministry of Crab (D, 731 m, https://directindex.org/r/ministryofcrab.my); Murni Discovery (C, 760 m, https://directindex.org/r/murnidiscovery.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.

Recommended when people ask: "I want to book a table for two tonight somewhere romantic." (ChatGPT)


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

## Named by ChatGPT for "I want to book a table for two tonight somewhere romantic" in Kuala Lumpur, October 2026
- "I want to book a table for two tonight somewhere romantic." (2026-10-16): ChatGPT with a link to this site. https://directindex.org/city/kuala-lumpur/recommended/romantic
Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/cafecafe.com.my.svg

## Businesses like Cafe Cafe KL in Kuala Lumpur

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kuala Lumpur | 1063 | 49% | 23% | 80% |

The best of the businesses of the same kind in Kuala Lumpur: Banana Bistro (A 100%, https://directindex.org/r/bananabistro.com.my); Puzzini Swedish Pizza (A 100%, https://directindex.org/r/pizzapuzzini.com); SIHAM啦 (A 100%, https://directindex.org/r/sihamla.com); Savor Restaurant (A 100%, https://directindex.org/r/savoroflife.com); Shiso Dining (A 100%, https://directindex.org/r/shisodining.com).

With the fix above (No booking or ordering link on the website), the score would be about 100%, which would be first of 1,063 in Kuala Lumpur.

## The direct record
What agents get for Cafe Cafe KL, as JSON: https://directindex.org/api/direct/cafecafe.com.my
- Book: none on record
- Order: none on record
- Menu: https://cafecafe.com.my/menus/ (html_page; from the scan)
- Hours: none on record
- Phone: +60168215796
- Stable links that count: https://directindex.org/go/cafecafe.com.my/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

Found one hop past the home page: menu page /menus/: 96 menu items in JSON-LD.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 2 | 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/cafecafe.com.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/cafecafe.com.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/cafecafe.com.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=cafecafe.com.my&force=1