# Stefania Restaurant: Agent-Direct Score B (72.3%) Site: http://www.stefaniarestaurant.com/ Report: https://directindex.org/r/stefaniarestaurants.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.) Stefania Restaurant is mostly ready for agents. An AI assistant can open Stefania Restaurant's website. What Stefania Restaurant offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through reservation.umai.io. ## Direct links - Menu: https://www.stefaniarestaurants.com/wp-content/uploads/2026/09/NAZA-ALA-CARTE-MENU-20-AUGUST.pdf - Phone: +60146752799 - Address: Unit 1.02, G floor, NAZA Tower, Platinum Park, 50088, Bandar Kuala Lumpur ## Nearby, also direct Places near Stefania Restaurant that take a booking or an order on their own website, with no marketplace in between. - Dewakan (10 m): https://directindex.org/r/dewakan.my - Sushi Ryu (70 m): https://directindex.org/r/ryu-sushi.com - Bara On Six | Steakhouse and Bar (370 m): https://directindex.org/r/shangri-la.com - Hannari Sushi Kappou Fine Dining (460 m): https://directindex.org/r/hannarigroup.com ## What to fix first - **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+3 points) Missing: address, telephone. 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. ``` # Stefania Restaurant > food establishment in Unit 1.02, G floor, NAZA Tower, Platinum Park, 50088, Bandar Kuala Lumpur, Kuala Lumpur. Phone +60146752799. ## Book or order directly - Menu: https://www.stefaniarestaurants.com/wp-content/uploads/2026/09/NAZA-ALA-CARTE-MENU-20-AUGUST.pdf ## About - Website: http://www.stefaniarestaurant.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 (FoodEstablishment).** opening hours ## Where it stands 192 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% | no | | Publish the menu or price list as HTML | 81% | no | | 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: Dewakan (D, 14 m, https://directindex.org/r/dewakan.my); Sushi Ryu (C, 74 m, https://directindex.org/r/ryu-sushi.com); Grand Hizar (C, 335 m, https://directindex.org/r/grandhisar.com); Roselle Coffee House (B, 349 m, https://directindex.org/r/imperiallexiskl.com); Bara On Six | Steakhouse and Bar (C, 373 m, https://directindex.org/r/shangri-la.com); Kikyo (C, 396 m, https://directindex.org/r/kikyo.com.my); K KL (F, 454 m, https://directindex.org/r/kkualalumpur.com); Hannari Sushi Kappou Fine Dining (C, 458 m, https://directindex.org/r/hannarigroup.com); Sidewalk Café (F, 464 m, https://directindex.org/r/micasahotel.com); Gaia’s KL (C, 472 m, https://directindex.org/r/gaiaskl.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. Stefania Restaurant 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/stefaniarestaurants.com/agent-view ## Businesses like Stefania Restaurant 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 | 343 | 60% | 31% | 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 three fixes above (Booking through an unrecognised third party; Structured data is incomplete; Menu or price list is a PDF), the score would be about 95.4%. That would be 9th of 967 in Kuala Lumpur, up from 192nd. ## The direct record What agents get for Stefania Restaurant, as JSON: https://directindex.org/api/direct/stefaniarestaurants.com - Book: none on record - Order: none on record - Menu: https://www.stefaniarestaurants.com/wp-content/uploads/2026/09/NAZA-ALA-CARTE-MENU-20-AUGUST.pdf (pdf; from the scan) - Hours: none on record - Phone: +60146752799 - Stable links that count: https://directindex.org/go/stefaniarestaurants.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 | 16 | 25 | | Actionable | 6 | 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/stefaniarestaurants.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/stefaniarestaurants.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/stefaniarestaurants.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=stefaniarestaurants.com&force=1