# Papa Thang: Agent-Direct Score D (46.6%) Site: https://www.papathang.nl/ Report: https://directindex.org/r/papathang.nl Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Papa Thang is hard for agents to use. ## Direct links - Menu: https://www.papathang.nl/wp-content/uploads/2026/07/Papa_Thang_Menu_NL-2.pdf - Phone: +31 20 211 7620 ## What to fix first - **No booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **The server turns AI crawlers away at the door.** (+6.7 points) Live fetches as GPTBot (http_403), ClaudeBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **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. ``` # Papa Thang > restaurant (vietnamese) in Melkdistelstraat 94 1031JX Amsterdam, Amsterdam. Phone +31 20 211 7620. ## Book or order directly - Menu: https://www.papathang.nl/wp-content/uploads/2026/07/Papa_Thang_Menu_NL-2.pdf ## About - Website: https://www.papathang.nl/ - 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. - **Structured data present (Organization).** but without address, phone or hours ## Where it stands 958 of 1425 in Amsterdam. Top 67% 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 | 96% | no | | Publish the menu or price list as HTML | 97% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 85% | no | | Structured data with address, phone and hours | 51% | no | | Have an llms.txt | 24% | no | Nearest places with a similar menu: Little Saigon (B, 1395 m, https://directindex.org/r/littlesaigon.nl); Pho Viet (D, 1784 m, https://directindex.org/r/pho-viet-amsterdam.nl); Banh Mi King (C, 1978 m, https://directindex.org/r/banhmiking.nl); Hanoi Old Quarter Restaurant (A, 2814 m, https://directindex.org/r/hanoioq.com); Ô MAI Vietnamees Restaurant (A, 3149 m, https://directindex.org/r/omai.nl). ## 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 46.6%. See what an AI agent reads on this site: https://directindex.org/r/papathang.nl/agent-view Read by AI agents 3 times this month. ## Businesses like Papa Thang in Amsterdam | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Amsterdam | 1425 | 53% | 31% | 46.6% | | Built with WordPress in Amsterdam | 598 | 64% | 38% | 46.6% | The best of Built with WordPress in Amsterdam: Flore (A 100%, https://directindex.org/r/restaurantflore.com); Sherpa (A 100%, https://directindex.org/r/sherparestaurant.nl); The Big Apple (A 100%, https://directindex.org/r/thebigapple.nl); Trattoria That's Amore (A 100%, https://directindex.org/r/trattoriathatsamore.nl); Sichuan Food (A 96.3%, https://directindex.org/r/sichuanfood.nl). With the three fixes above (No booking or ordering path at all; Structured data is incomplete; The server turns AI crawlers away at the door) the score would be about 90.8%: 34th of 1,425 in Amsterdam, up from 958th. ## The direct record What agents get for Papa Thang, as JSON: https://directindex.org/api/direct/papathang.nl - Book: none on record - Order: none on record - Menu: https://www.papathang.nl/wp-content/uploads/2026/07/Papa_Thang_Menu_NL-2.pdf (pdf; from the scan) - Hours: none on record - Phone: +31 20 211 7620 - Stable links that count: https://directindex.org/go/papathang.nl/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): not measured - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured - 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): not measured Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 18.3 | 25 | | Readable | 12 | 25 | | Actionable | 0 | 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/papathang.nl - 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 Deep report: https://directindex.org/r/papathang.nl/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off. Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=papathang.nl&force=1