# Cielo Rooftop - Dining and Lounge: Agent-Direct Score A (87.7%)

Site: https://cielokl.com/
Report: https://directindex.org/r/cielokl.com
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.)
Cielo Rooftop - Dining and Lounge is ready for agents.
An AI assistant can open the website of Cielo Rooftop - Dining and Lounge. It can read what Cielo Rooftop - Dining and Lounge offers. It finds a way to book or order directly, through inline.

## Direct links
- Book directly: https://inline.app/booking/-OeoY-mWfvqjk_P_qe6s:inline-live-3/-OeoY-vAoiB5uSX_ajLk (through inline acting for the business)
- Menu: https://cielokl.com/romantic-dinner-at-cielo-kl-rooftop-restaurant-menu/
- Phone: +60123655059

## What to fix first
- **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.

```
# Cielo Rooftop - Dining and Lounge

> restaurant in Kuala Lumpur. Phone +60123655059.

## Book or order directly

- Book: https://inline.app/booking/-OeoY-mWfvqjk_P_qe6s:inline-live-3/-OeoY-vAoiB5uSX_ajLk (through inline acting for the business)
- Menu: https://cielokl.com/romantic-dinner-at-cielo-kl-rooftop-restaurant-menu/

## Opening hours

18:00-23:30; Fr,Sa 18:00-24:00

## About

- Website: https://cielokl.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 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.
- **Booking through inline on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
10 of 166 in Kuala Lumpur. Top 6% 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% | yes |
| 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: Bijan Bar and Restaurant (F, 59 m, https://directindex.org/r/bijanrestaurant.com); Ciccio (B, 89 m, https://directindex.org/r/ciccio.com.my); El Cerdo (A, 182 m, https://directindex.org/r/elcerdokl.com); Dining in the Dark KL (B, 213 m, https://directindex.org/r/dininginthedarkkl.com); Halab Restaurant (C, 249 m, https://directindex.org/r/halab.my); Paan (F, 251 m, https://directindex.org/r/paanrestaurant.com); Sao Nam (F, 296 m, https://directindex.org/r/saonam.com.my); Dury Dury (C, 396 m, https://directindex.org/r/durydury.com); Cicchetti di Zenzero (C, 417 m, https://directindex.org/r/zenzerogroup.com); Malai Thai Cuisine (B, 431 m, https://directindex.org/r/malaithai.restaurant).

## 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 87.7%.

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

## Businesses like Cielo Rooftop - Dining and Lounge in Kuala Lumpur

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kuala Lumpur | 166 | 53% | 32% | 87.7% |
| Sites built with WordPress in Kuala Lumpur | 70 | 66% | 49% | 87.7% |
| Sites using inline in Kuala Lumpur | 4 | 72% | 75% | 87.7% |
| Sites built with WordPress and using inline in Kuala Lumpur | 2 | 82% | 100% | 87.7% |

The best of the sites using inline in Kuala Lumpur: Dining in the Dark KL (B 76.9%, https://directindex.org/r/dininginthedarkkl.com); Beauty In The Pot (B 70.3%, https://directindex.org/r/beautyinthepot.com.my); Dewakan (D 53.8%, https://directindex.org/r/dewakan.my).

## The direct record
What agents get for Cielo Rooftop - Dining and Lounge, as JSON: https://directindex.org/api/direct/cielokl.com
- Book: https://inline.app/booking/-OeoY-mWfvqjk_P_qe6s:inline-live-3/-OeoY-vAoiB5uSX_ajLk (vendor on own site: inline; found by the scan of 2026-10-16, not yet tested)
- Order: none on record
- Menu: https://cielokl.com/romantic-dinner-at-cielo-kl-rooftop-restaurant-menu/ (html_page; from the scan)
- Hours: 18:00-23:30; Fr,Sa 18:00-24:00 (closed now) (from OpenStreetMap)
- Phone: +60123655059
- Stable links that count: https://directindex.org/go/cielokl.com/book, https://directindex.org/go/cielokl.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, inline: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 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/cielokl.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: 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/cielokl.com/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/cielokl.com/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=cielokl.com&force=1