# Dumpling Zone: Agent-Direct Score D (52.3%) Site: https://www.dumplingzonesf.com/ Report: https://directindex.org/r/dumplingzonesf.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.) Dumpling Zone is hard for agents to use. ## Direct links - Phone: +1-415-665-6888 ## 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 menusifu.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. ``` # Dumpling Zone > fast food restaurant in Dewey Boulevard 408 94116 San Francisco, San Francisco. Phone +1-415-665-6888. ## Book or order directly - Menu: https://www.menusifu.com/ ## Opening hours Mo-Su 11:00-21:30 ## About - Website: https://www.dumplingzonesf.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.** 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 664 of 1142 in San Francisco. Top 58% 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 | 94% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes | | Structured data with address, phone and hours | 48% | no | | Have an llms.txt | 13% | no | Nearest places in the index: Chouchou (B, 18 m, https://directindex.org/r/chouchousf.com); Khao Tiew (B, 847 m, https://directindex.org/r/chaiyathairestaurant.com); BullsHead Restaurant (D, 889 m, https://directindex.org/r/bullsheadsf.com); Submarine Center (A, 889 m, https://directindex.org/r/submarinecenter.com); Proposition Chicken (B, 940 m, https://directindex.org/r/propositionchicken.com); Bursa (F, 1005 m, https://directindex.org/r/bursasf.com); Mozzarella di Bufala (A, 1016 m, https://directindex.org/r/dibufala.com); Calibur (D, 1021 m, https://directindex.org/r/calibursf.com); Elena's (B, 1258 m, https://directindex.org/r/elenasmexican.com); Clay Oven (C, 1516 m, https://directindex.org/r/clayovensf.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. Against its peers: Sites built with WordPress 58% (28% A or B, 36794 sites); This site 52.3%. See what an AI agent reads on this site: https://directindex.org/r/dumplingzonesf.com/agent-view ## Businesses like Dumpling Zone in San Francisco | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in San Francisco | 1142 | 50% | 40% | 52.3% | | Built with WordPress in San Francisco | 177 | 69% | 55% | 52.3% | The best of Built with WordPress in San Francisco: ABSteak (A 100%, https://directindex.org/r/absteaksf.com); Z & Y Restaurant (A 100%, https://directindex.org/r/zandyrestaurant.com); Benihana (A 93.8%, https://directindex.org/r/benihana.com); Crepes on Cole (A 92.3%, https://directindex.org/r/crepesoncole.com); Roka Akor (A 92.3%, https://directindex.org/r/rokaakor.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%: 15th of 1,142 in San Francisco, up from 664th. ## The direct record What agents get for Dumpling Zone, as JSON: https://directindex.org/api/direct/dumplingzonesf.com - Book: none on record - Order: none on record - Menu: https://www.menusifu.com/ (external; from the scan) - Hours: Mo-Su 11:00-21:30 (open now) (from OpenStreetMap) - Phone: +1-415-665-6888 - Stable links that count: https://directindex.org/go/dumplingzonesf.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 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/dumplingzonesf.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 Deep report: https://directindex.org/r/dumplingzonesf.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=dumplingzonesf.com&force=1