# Ato Ramen: Agent-Direct Score D (49.2%) Site: https://atoramen.pl/ Report: https://directindex.org/r/atoramen.pl 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.) Ato Ramen is hard for agents to use. An AI assistant can open the website of Ato Ramen. What Ato Ramen offers is in a PDF or an image, which assistants read poorly. It finds no link to book or order online, only a phone number. This listing was retired on 2026-10-15: it no longer appears in the index's source for its city. The report stays; the business is out of the rankings and counts. ## Direct links - Menu: https://atoramen.pl/ato-ramen-assets/menu/menu_LODZ_PL_www.pdf - Phone: 609 650 650 ## What to fix first - **No structured data for the business.** (+14 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 - **No booking or ordering link on the website.** (+13 points) Only a phone number or WhatsApp, which agents cannot use yet. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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. ``` # Ato Ramen > restaurant (ramen) in Wronia 10 Warszawa, Warsaw. Phone 609 650 650. ## Book or order directly - Menu: https://atoramen.pl/ato-ramen-assets/menu/menu_LODZ_PL_www.pdf ## Opening hours Mo-Su 12:00-22:00 ## About - Website: https://atoramen.pl/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. ## Where it stands Not ranked yet in Warsaw. | What the top tenth of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 37% | no | | Publish the menu or price list as HTML | 96% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 98% | yes | | Structured data with address, phone and hours | 74% | no | | Have an llms.txt | 19% | no | Nearest places in the index: Pańska 85 (F, 248 m, https://directindex.org/r/panska85.com); Nanaki Sushi (C, 359 m, https://directindex.org/r/nanakisushi.pl); Wabu (B, 369 m, https://directindex.org/r/wabu.pl); Picksy (C, 372 m, https://directindex.org/r/picksy.pl); Le Petit Chef (C, 372 m, https://directindex.org/r/lepetitchef.com); Bydło i Powidło (A, 477 m, https://directindex.org/r/bydloipowidlo.pl); Sobremesa (C, 536 m, https://directindex.org/r/sobremesatapas.com); Prosushi (D, 561 m, https://directindex.org/r/prosushi.pl); Olivos (D, 571 m, https://directindex.org/r/olivosrestauracja.pl); Pracownia Sushi (D, 609 m, https://directindex.org/r/psushi.pl). ## 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. See what an AI agent reads on this site: https://directindex.org/r/atoramen.pl/agent-view ## Businesses like Ato Ramen in Warsaw | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Warsaw | 534 | 51% | 17% | 49.2% | The best of the businesses of the same kind in Warsaw: ORZO (A 100%, https://directindex.org/r/orzo.pl); Baires (A 95.4%, https://directindex.org/r/baireswarsaw.pl); Bottega's (A 90%, https://directindex.org/r/bottegas.pl); Al Fuego (A 86.3%, https://directindex.org/r/alfuego.pl); Patelnia Patera (A 86.3%, https://directindex.org/r/patelniapatera.pl). With the three fixes above (No structured data for the business; No booking or ordering link on the website; Menu or price list is a PDF) the score would be about 95.4%: 2nd of 534 in Warsaw, up from not ranked today. ## The direct record What agents get for Ato Ramen, as JSON: https://directindex.org/api/direct/atoramen.pl - Book: none on record - Order: none on record - Menu: https://atoramen.pl/ato-ramen-assets/menu/menu_LODZ_PL_www.pdf (pdf; from the scan) - Hours: Mo-Su 12:00-22:00 (closed now) (from OpenStreetMap) - Phone: 609 650 650 - Stable links that count: https://directindex.org/go/atoramen.pl/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 | 25 | 25 | | Readable | 5 | 25 | | Actionable | 2 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/atoramen.pl - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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/atoramen.pl/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/atoramen.pl/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=atoramen.pl&force=1