# Le Beurre Noisette: Agent-Direct Score C (66.2%) Site: https://www.lebeurrenoisettetokyo.com/index.html Report: https://directindex.org/r/lebeurrenoisettetokyo.com 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.) Le Beurre Noisette is partly visible to agents. An AI assistant can open Le Beurre Noisette's website. It can read what Le Beurre Noisette offers. It finds a way to book or order directly, through TableCheck. ## Direct links - Book directly: https://www.tablecheck.com/ja/lebeurrenoisettetokyo/reserve/experiences (through tablecheck acting for the business) - Menu: https://www.lebeurrenoisettetokyo.com/food.html - Phone: +81362756007 - Address: 丸の内3丁目2-3, 100-0005, 千代田区 ## Nearby, also direct Places near Le Beurre Noisette that take a booking or an order on their own website, with no marketplace in between. - Rossini Roastbeef&Grill (40 m): https://directindex.org/r/kaikan.co.jp - La Boutique de Joel Robuchon Marunouchi Brick Square (150 m): https://directindex.org/r/robuchon.jp - センチュリーコート丸の内 (210 m): https://directindex.org/r/century-court.com - arcana tokyo (410 m): https://directindex.org/r/arcana.co.jp - ブリーズ・オブ・トウキョウ (450 m): https://directindex.org/r/breezeoftokyo.com ## 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). Every assistant reads this block first, and the fix kit below has it filled in. 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 03-6275-6008, but OpenStreetMap or Overture Maps lists +81362756007. 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) - **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Tokyo, 13% of comparable sites declare one. ## 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. ``` # Le Beurre Noisette > local business (french) in 丸の内3丁目2-3, 100-0005, 千代田区, Tokyo. Phone +81362756007. ## Book or order directly - Book: https://www.tablecheck.com/ja/lebeurrenoisettetokyo/reserve/experiences (through tablecheck acting for the business) - Menu: https://www.lebeurrenoisettetokyo.com/food.html ## About - Website: https://www.lebeurrenoisettetokyo.com/index.html - 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's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Booking through tablecheck on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 1187 of 11063 in Tokyo. Top 11% 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 | 78% | yes | | Publish the menu or price list as HTML | 81% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 88% | yes | | Structured data with address, phone and hours | 16% | no | | Have an llms.txt | 20% | no | Nearest places with a similar menu: Rossini Roastbeef&Grill (C, 43 m, https://directindex.org/r/kaikan.co.jp); Mikuni Marunouchi (F, 151 m, https://directindex.org/r/mikuni-marunouchi.jp); La Boutique de Joel Robuchon Marunouchi Brick Square (B, 153 m, https://directindex.org/r/robuchon.jp); センチュリーコート丸の内 (D, 207 m, https://directindex.org/r/century-court.com); アピシウス (F, 252 m, https://directindex.org/r/apicius.co.jp); arcana tokyo (B, 410 m, https://directindex.org/r/arcana.co.jp); Morceau (F, 431 m, https://directindex.org/r/pinoko.jp); ブリーズ・オブ・トウキョウ (C, 453 m, https://directindex.org/r/breezeoftokyo.com); Buvette Tokyo (C, 456 m, https://directindex.org/r/buvettetokyo.com); Brasserie Paul Bocuse Ginza (C, 495 m, https://directindex.org/r/hiramatsurestaurant.jp). ## 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 Tokyo and named 104 places. Le Beurre Noisette wasn't one of them. See who was named: https://directindex.org/city/tokyo/recommended Compared with its peers: Sites using TableCheck 64% (31% A or B, 1455 sites); This site 66.2%. See what an AI agent reads on this site: https://directindex.org/r/lebeurrenoisettetokyo.com/agent-view ## Businesses like Le Beurre Noisette in Tokyo | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Tokyo | 11063 | 41% | 8% | 66.2% | | Sites using TableCheck in Tokyo | 841 | 63% | 26% | 66.2% | The best of the sites using TableCheck in Tokyo: 浅草幻のローストポーク グロワ (A 100%, https://directindex.org/r/groin2.com); Hard Rock Cafe (A 97%, https://directindex.org/r/hardrock.com); L'Alliance (A 95.4%, https://directindex.org/r/lalliance.jp); Eggs 'n Things (A 93.8%, https://directindex.org/r/eggsnthingsjapan.com); Ginza Enzo (A 92.3%, https://directindex.org/r/createdining.com). With the fix above (No structured data for the business), the score would be about 87.7%. That would be 85th of 11,063 in Tokyo, up from 1187th. This site appears in 2 cities (2 places on lebeurrenoisettetokyo.com). https://directindex.org/brand/lebeurrenoisettetokyo.com ## The direct record What agents get for Le Beurre Noisette, as JSON: https://directindex.org/api/direct/lebeurrenoisettetokyo.com - Book: https://www.tablecheck.com/ja/lebeurrenoisettetokyo/reserve/experiences (vendor on own site: TableCheck; found by the scan of 2026-10-22, not yet tested) - Order: none on record - Menu: https://www.lebeurrenoisettetokyo.com/food.html (html_page; from the scan) - Hours: none on record - Phone: +81362756007 - Stable links that count: https://directindex.org/go/lebeurrenoisettetokyo.com/book, https://directindex.org/go/lebeurrenoisettetokyo.com/menu - Agents and people followed 2 direct links to this business this month (2 by AI agents). ## 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, TableCheck: 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 | 8 | 25 | | Actionable | 10 | 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/lebeurrenoisettetokyo.com - 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: 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/lebeurrenoisettetokyo.com/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/lebeurrenoisettetokyo.com/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=lebeurrenoisettetokyo.com&force=1