# Walnut Bus Stop Diner: Agent-Direct Score D (52.3%) Site: https://walnutbusstopny.com Report: https://directindex.org/r/walnutbusstopny.com 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.) Walnut Bus Stop Diner is hard for agents to use. ## Direct links - Phone: +1-718-402-7048 ## 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 - **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 - **Menu or price list lives on another site.** (+5 points) The link points to orderonlinemenu.com, so the credit and the traffic go there. 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. ``` # Walnut Bus Stop Diner > restaurant in East 134th Street 881 10454 Bronx, New York. Phone +1-718-402-7048. ## Book or order directly - Menu: https://orderonlinemenu.com/WalnutBusStop ## About - Website: https://walnutbusstopny.com - 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. ## Where it stands 2516 of 4270 in New York. Top 59% 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 | 100% | no | | Publish the menu or price list as HTML | 99% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes | | Structured data with address, phone and hours | 50% | no | | Have an llms.txt | 13% | no | Nearest places in the index: La Morada (F, 1451 m, https://directindex.org/r/lamorada.nyc); Nourish (A, 1601 m, https://directindex.org/r/nourishcafe.nyc); Ceetay (B, 1606 m, https://directindex.org/r/ceetay.com); Gio's Pizza (B, 1759 m, https://directindex.org/r/giospizzanyc.com); Charlie's Bar & Kitchen (C, 1764 m, https://directindex.org/r/charliesbarkitchen.com); Seis Vecinos (A, 1766 m, https://directindex.org/r/seisvecinos.com); Maisonetta (C, 1797 m, https://directindex.org/r/maisonettanyc.com); Rosa's at Park (B, 2042 m, https://directindex.org/r/rosaatpark.com); Teng Dragon (F, 2113 m, https://directindex.org/r/tengdragontogo.com); Teriyaki Madness (B, 2114 m, https://directindex.org/r/teriyakimadness.com). ## 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/walnutbusstopny.com/agent-view ## Businesses like Walnut Bus Stop Diner in New York | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in New York | 4270 | 52% | 40% | 52.3% | The best of Same kind in New York: Akdeniz (A 100%, https://directindex.org/r/akdeniz46.com); Amelie Wine Bar (A 100%, https://directindex.org/r/ameliewinebar.com); Antoya Korean BBQ (A 100%, https://directindex.org/r/anto.com); Betty (A 100%, https://directindex.org/r/bettynewyork.com); Club A Steakhouse (A 100%, https://directindex.org/r/clubasteakhouse.com). With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; Menu or price list lives on another site) the score would be about 95.4%: 74th of 4,270 in New York, up from 2516th. ## The direct record What agents get for Walnut Bus Stop Diner, as JSON: https://directindex.org/api/direct/walnutbusstopny.com - Book: none on record - Order: none on record - Menu: https://orderonlinemenu.com/WalnutBusStop (external; from the scan) - Hours: none on record - Phone: +1-718-402-7048 - Stable links that count: https://directindex.org/go/walnutbusstopny.com/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 | 3 | 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/walnutbusstopny.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: 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 Deep report: https://directindex.org/r/walnutbusstopny.com/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 ยท Rescan now: https://directindex.org/scan?url=walnutbusstopny.com&force=1