# Vn Bahn Mi Cafe “The Vietnamese Street Food Cafe”: Agent-Direct Score C (67.7%) Site: http://www.banhmicafe.com.my Report: https://directindex.org/r/banhmicafe.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.) Vn Bahn Mi Cafe “The Vietnamese Street Food Cafe” is partly visible to agents. An AI assistant can open Vn Bahn Mi Cafe “The Vietnamese Street Food Cafe”'s website. It can read what Vn Bahn Mi Cafe “The Vietnamese Street Food Cafe” offers. To book or order, it is sent to foodora, a marketplace. ## Direct links - Menu: https://banhmicafe.com.my/food-menu/ - Phone: +60182238116 - Address: 80 Jalan Radin Tengah, 57000, Petaling ## Nearby, also direct Places near Vn Bahn Mi Cafe “The Vietnamese Street Food Cafe” that take a booking or an order on their own website, with no marketplace in between. - 味来重慶香辣煲 Wei Lai Spicy Hotpot - Sri Petaling (70 m): https://directindex.org/r/weilaispicyhotpot.com - MR CHURROS (Sri Petaling) (250 m): https://directindex.org/r/mrchurros.com.my - Nasi Lemak Bamboo (390 m): https://directindex.org/r/nasilemakbamboo.my ## What to fix first - **Ordering only through foodora.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. 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 - **The phone number on the site doesn't match the open map data.** The site shows 60380600127, but OpenStreetMap or Overture Maps lists +60182238116. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## 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. ``` # Vn Bahn Mi Cafe “The Vietnamese Street Food Cafe” > organization (vietnamese) in 80 Jalan Radin Tengah, 57000, Petaling, Kuala Lumpur. Phone +60182238116. ## Book or order directly - Menu: https://banhmicafe.com.my/food-menu/ ## About - Website: http://www.banhmicafe.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 (Organization).** no address, phone or hours in it - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands 281 of 1063 in Kuala Lumpur. Top 26% 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% | no | | Have an llms.txt | 27% | no | Nearest places in the index: 味来重慶香辣煲 Wei Lai Spicy Hotpot - Sri Petaling (B, 68 m, https://directindex.org/r/weilaispicyhotpot.com); NHF Organects Sri Petaling (D, 144 m, https://directindex.org/r/nhforganects.com); 川人百味 (C, 193 m, https://directindex.org/r/cr-bw.com); SANSUN BBQ (F, 225 m, https://directindex.org/r/sansunfood.com); MR CHURROS (Sri Petaling) (B, 248 m, https://directindex.org/r/mrchurros.com.my); 2013 海鲜饭店 2013 Seafood Restaurant (D, 334 m, https://directindex.org/r/wixsite.com); Thai Mama (F, 357 m, https://directindex.org/r/fmcgfoodtrading.com); Nasi Lemak Bamboo (A, 392 m, https://directindex.org/r/nasilemakbamboo.my); Hog Kitchen by HK Pork Noodle Sri Petaling (C, 467 m, https://directindex.org/r/hogkitchen.com); Nestz Co-Living (D, 505 m, https://directindex.org/r/nestz.com.my). ## 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 22 everyday questions about Kuala Lumpur and named 139 places. Vn Bahn Mi Cafe “The Vietnamese Street Food 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 55% (25% A or B, 236087 sites); Sites using foodora 59% (26% A or B, 223 sites); This site 67.7%. See what an AI agent reads on this site: https://directindex.org/r/banhmicafe.com.my/agent-view ## Businesses like Vn Bahn Mi Cafe “The Vietnamese Street Food Cafe” in Kuala Lumpur | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Kuala Lumpur | 1063 | 49% | 23% | 67.7% | | Sites built with WordPress in Kuala Lumpur | 388 | 60% | 31% | 67.7% | | Sites using foodora in Kuala Lumpur | 9 | 63% | 33% | 67.7% | | Sites built with WordPress and using foodora in Kuala Lumpur | 5 | 64% | 20% | 67.7% | The best of the sites built with WordPress and using foodora in Kuala Lumpur: Dome Cafe (B 84.6%, https://directindex.org/r/domecafe.com.my); Vivo Pizza (C 66.2%, https://directindex.org/r/vivopizza.com); Sushi King (D 53.8%, https://directindex.org/r/sushi-king.com); NHF Organects Sri Petaling (D 49.2%, https://directindex.org/r/nhforganects.com). With the two fixes above (Ordering only through foodora; Structured data is incomplete), the score would be about 95.4%. That would be 8th of 1,063 in Kuala Lumpur, up from 281st. ## The direct record What agents get for Vn Bahn Mi Cafe “The Vietnamese Street Food Cafe”, as JSON: https://directindex.org/api/direct/banhmicafe.com.my - Book: none on record - Order: none on record - Menu: https://banhmicafe.com.my/food-menu/ (html_page; from the scan) - Hours: none on record - Phone: +60182238116 - Stable links that count: https://directindex.org/go/banhmicafe.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 - Vendor terms for agents, foodora: 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 | 16 | 25 | | Actionable | 3 | 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/banhmicafe.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/banhmicafe.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/banhmicafe.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=banhmicafe.com.my&force=1