# Ngoại ngữ Nhật - Hàn BÀ RỊA: Agent-Direct Score D (45.1%) Site: http://icogroup.vn/ Report: https://directindex.org/r/icogroup.vn Scanned: 2026-11-05 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Ngoại ngữ Nhật - Hàn BÀ RỊA is hard for agents to use. Some AI assistants are turned away by Ngoại ngữ Nhật - Hàn BÀ RỊA's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online. ## Direct links - Phone: +84964171079 - Address: 145 Đường Bạch Đằng, 78107, Bà Rịa - Languages: German, English, jp, kr, Vietnamese, Chinese ## Nearby, also direct Places near Ngoại ngữ Nhật - Hàn BÀ RỊA that take a booking or an order on their own website, with no marketplace in between. - Hủ tíu nam vang Long Hương (1.6 km): https://directindex.org/r/hutieunamvanglonghuong.com ## 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 menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **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 0968005688, but OpenStreetMap or Overture Maps lists +84964171079. 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. ## What the site tells visitors (Measured, not scored) - **The footer says © 2024.** Visitors and assistants may read that year as the last time anyone looked after the site. In Ho Chi Minh City, 62% of comparable sites that show a year say 2025 or later. ## 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. ``` # Ngoại ngữ Nhật - Hàn BÀ RỊA > organization (japanese) in 145 Đường Bạch Đằng, 78107, Bà Rịa, Ho Chi Minh City. Phone +84964171079. ## About - Website: http://icogroup.vn/ - 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. - **Structured data found (Organization).** no address, phone or hours in it ## Where it stands 1193 of 2606 in Ho Chi Minh City. Top 46% 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 | 76% | no | | Publish the menu or price list as HTML | 84% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 90% | no | | Structured data with address, phone and hours | 24% | no | | Have an llms.txt | 21% | no | Nearest places in the index: YumYum Thái Bà Rịa (F, 359 m, https://directindex.org/r/yumyumvietnam.com); Chè thái A Xù (F, 417 m, https://directindex.org/r/tanvietsin.com); Phở Dậu Bà Rịa (D, 798 m, https://directindex.org/r/tuoitre.vn); Ẩm Thực Chay Phước Thọ (D, 869 m, https://directindex.org/r/phuoctho.vn); Ly Ga (F, 1179 m, https://directindex.org/r/anhnguyenfood.vn); Điểm Tâm Sáng (F, 1248 m, https://directindex.org/r/kylong.vn); Hủ tíu nam vang Long Hương (B, 1581 m, https://directindex.org/r/hutieunamvanglonghuong.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. See what an AI agent reads on this site: https://directindex.org/r/icogroup.vn/agent-view ## Businesses like Ngoại ngữ Nhật - Hàn BÀ RỊA in Ho Chi Minh City | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Ho Chi Minh City | 2606 | 44% | 10% | 45.1% | The best of the businesses of the same kind in Ho Chi Minh City: Aniki (A 100%, https://directindex.org/r/aniki.vn); DW's Bar & Grill - International restaurant (A 100%, https://directindex.org/r/dwskitchen.com); Eddie's New York Deli & Diner (A 100%, https://directindex.org/r/eddiesdiner.vn); Fashionista Café - Wine & Dining (A 100%, https://directindex.org/r/fashionistacafe.com); La Lola Saigon (A 100%, https://directindex.org/r/lalolasaigon.com). With the three fixes above (No booking or ordering link on the website; No menu or price list found; The server turns AI crawlers away at the door), the score would be about 86.2%. That would be 56th of 2,606 in Ho Chi Minh City, up from 1193rd. ## The direct record What agents get for Ngoại ngữ Nhật - Hàn BÀ RỊA, as JSON: https://directindex.org/api/direct/icogroup.vn - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +84964171079 ## 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 | 18.3 | 25 | | Readable | 9 | 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/icogroup.vn - 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/icogroup.vn/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/icogroup.vn/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=icogroup.vn&force=1