# Nguyen & Friends: Agent-Direct Score C (58.5%) Site: https://nguyenandfriends.info Report: https://directindex.org/r/nguyenandfriends.info Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Nguyen & Friends is partly visible to agents. An AI assistant can open the website of Nguyen & Friends. It can read what Nguyen & Friends offers. It finds a way to book or order directly, through nguyenkitchen2.cukcuk.com. ## Direct links - Menu: https://nguyenandfriends.info/menu/ - Phone: 030 69533872 ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **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 Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Nguyen & Friends > local business (vietnamese) in Maybachufer 1, 12047, Berlin, Berlin. Phone 030 69533872. ## Book or order directly - Menu: https://nguyenandfriends.info/menu/ ## About - Website: https://nguyenandfriends.info - 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. - **Menu or price list is an HTML page.** Agents can read items and prices directly. ## Where it stands 1476 of 4656 in Berlin. Top 32% 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 | 85% | no | | Publish the menu or price list as HTML | 78% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 82% | yes | | Structured data with address, phone and hours | 40% | no | | Have an llms.txt | 25% | no | Nearest places with a similar menu: Via He Hai (D, 431 m, https://directindex.org/r/viahe-vietfood.de); Miss Saigon (F, 520 m, https://directindex.org/r/miss-saigon-berlin.de); Cocochu (F, 534 m, https://directindex.org/r/cocochu.de); Jimmy Woo (D, 626 m, https://directindex.org/r/jimmy-woo.de); Pattaya II (C, 629 m, https://directindex.org/r/pattaya2berlin.de); Kotti Dang (F, 643 m, https://directindex.org/r/kottidang.de); Pho 87 (B, 767 m, https://directindex.org/r/pho87.de); Phohoi (C, 882 m, https://directindex.org/r/phohoi.de); chi chu (F, 889 m, https://directindex.org/r/chi-chu.de); Ngoc Chau Restaurant (F, 900 m, https://directindex.org/r/ngocchau-berlin.de). ## 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 58% (29% A or B, 36926 sites); This site 58.5%. See what an AI agent reads on this site: https://directindex.org/r/nguyenandfriends.info/agent-view ## Businesses like Nguyen & Friends in Berlin | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Berlin | 4656 | 46% | 19% | 58.5% | | Sites built with WordPress in Berlin | 1432 | 58% | 30% | 58.5% | The best of the sites built with WordPress in Berlin: Berlin Neu Hohenschönhausen (A 100%, https://directindex.org/r/burgerme.de); Musuko 1984 (A 100%, https://directindex.org/r/musuko1984.de); My Soup - My Food (A 100%, https://directindex.org/r/mysoup-myfood.de); Palace (A 100%, https://directindex.org/r/palace-restaurant.de); Panther (A 100%, https://directindex.org/r/restaurantpanther.de). With the two fixes above (No structured data for the business; Ordering through an unrecognised third party) the score would be about 95.4%: 37th of 4,656 in Berlin, up from 1476th. ## The direct record What agents get for Nguyen & Friends, as JSON: https://directindex.org/api/direct/nguyenandfriends.info - Book: none on record - Order: none on record - Menu: https://nguyenandfriends.info/menu/ (html_page; from the scan) - Hours: none on record - Phone: 030 69533872 - Stable links that count: https://directindex.org/go/nguyenandfriends.info/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 | 7 | 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/nguyenandfriends.info - 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: no Keep watching this business (https://directindex.org/r/nguyenandfriends.info/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/nguyenandfriends.info/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=nguyenandfriends.info&force=1