# IVY Rooftop Restaurant Bar & Lounge: Agent-Direct Score B (81.5%) Site: https://ivyloungekl.com/ Report: https://directindex.org/r/ivyloungekl.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.) IVY Rooftop Restaurant Bar & Lounge is mostly ready for agents. An AI assistant can open IVY Rooftop Restaurant Bar & Lounge's website. What IVY Rooftop Restaurant Bar & Lounge offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly on the site. ## Direct links - Book directly: https://ivyloungekl.com/reservations/ (on the business's own site) - Menu: https://ivyloungekl.com/wp-content/uploads/2026/05/IVY-Drink-Menu-revised-FA.pdf - Phone: +601111038528 - Address: Unit 4-1, Menara Noble Land Jalan Changkat, Lorong Ceylon, 50200, Bandar Kuala Lumpur ## Nearby, also direct Places near IVY Rooftop Restaurant Bar & Lounge that take a booking or an order on their own website, with no marketplace in between. - Ceylon House (90 m): https://directindex.org/r/ceylonhousekl.com - Cielo Rooftop - Dining and Lounge (170 m): https://directindex.org/r/cielokl.com - Ciccio (170 m): https://directindex.org/r/ciccio.com.my - Flam's The French Pizza (190 m): https://directindex.org/r/flams.com ## What to fix first - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **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 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 ``` llms.txt. Save as /llms.txt at the root of the site. ``` # IVY Rooftop Restaurant Bar & Lounge > organization in Unit 4-1, Menara Noble Land Jalan Changkat, Lorong Ceylon, 50200, Bandar Kuala Lumpur, Kuala Lumpur. Phone +601111038528. ## Book or order directly - Book: https://ivyloungekl.com/reservations/ (on the business's own site) - Menu: https://ivyloungekl.com/wp-content/uploads/2026/05/IVY-Drink-Menu-revised-FA.pdf ## About - Website: https://ivyloungekl.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. - **Structured data found (Organization).** no address, phone or hours in it - **Booking on your own site.** Agents can book without going through a marketplace. ## Where it stands 68 of 965 in Kuala Lumpur. Top 7% 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% | yes | | Publish the menu or price list as HTML | 82% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes | | Structured data with address, phone and hours | 36% | no | | Have an llms.txt | 26% | no | Nearest places in the index: Altclub (F, 10 m, https://directindex.org/r/altclub.com.my); Kin No Tsubo Yakitori Izakaya (C, 76 m, https://directindex.org/r/myfunnow.com); Ceylon House (B, 93 m, https://directindex.org/r/ceylonhousekl.com); Lucky Tora (F, 115 m, https://directindex.org/r/jwtogelll99.com); Finnegan's (F, 142 m, https://directindex.org/r/finneganspubs.com); Arabila Restaurant (C, 153 m, https://directindex.org/r/arabellabb.com); Baan26 Thai Seafood Restaurant and Bar (C, 155 m, https://directindex.org/r/baan26.com); Cielo Rooftop - Dining and Lounge (B, 170 m, https://directindex.org/r/cielokl.com); Ciccio (C, 171 m, https://directindex.org/r/ciccio.com.my); Flam's The French Pizza (C, 187 m, https://directindex.org/r/flams.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. IVY Rooftop Restaurant Bar & Lounge 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 81.5%. See what an AI agent reads on this site: https://directindex.org/r/ivyloungekl.com/agent-view ## Businesses like IVY Rooftop Restaurant Bar & Lounge in Kuala Lumpur | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Kuala Lumpur | 965 | 49% | 22% | 81.5% | | Sites built with WordPress in Kuala Lumpur | 343 | 60% | 31% | 81.5% | 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 two fixes above (Structured data is incomplete; Menu or price list is a PDF), the score would be about 95.4%. That would be 8th of 965 in Kuala Lumpur, up from 68th. ## The direct record What agents get for IVY Rooftop Restaurant Bar & Lounge, as JSON: https://directindex.org/api/direct/ivyloungekl.com - Book: https://ivyloungekl.com/reservations/ (own site; found by the scan of 2026-10-22, not yet tested) - Order: none on record - Menu: https://ivyloungekl.com/wp-content/uploads/2026/05/IVY-Drink-Menu-revised-FA.pdf (pdf; from the scan) - Hours: none on record - Phone: +601111038528 - Stable links that count: https://directindex.org/go/ivyloungekl.com/book, https://directindex.org/go/ivyloungekl.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 | 13 | 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/ivyloungekl.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: 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/ivyloungekl.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/ivyloungekl.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 ยท Rescan now: https://directindex.org/scan?url=ivyloungekl.com&force=1