# Quality Chef: Agent-Direct Score D (46.2%) Site: http://www.qualitychefny.com Report: https://directindex.org/r/qualitychefny.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Quality Chef is hard for agents to use. An AI assistant can open Quality Chef's website. What Quality Chef offers is on another site. It finds a way to book or order directly, through qualitychefny.m988.com. ## Direct links - Phone: +17188281818 - Address: 1595 Williamsbridge Rd, 10461-6207, Bronx ## Nearby, also direct Places near Quality Chef that take a booking or an order on their own website, with no marketplace in between. - Al Aqsa Chinese (1.4 km): https://directindex.org/r/alaqsakitchenny.com - Happy Garden - 2414 Williamsbridge Rd (1.8 km): https://directindex.org/r/happycleaners.com - King Hing (1.8 km): https://directindex.org/r/kinghingbronx.com ## What to fix first - **No structured data for the business.** (+15 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 - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **Menu or price list is on another site.** (+5 points) The link goes to m988.com, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai - **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **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 ## What the site tells visitors (Measured, not scored) - **The footer says © 2023.** Visitors and assistants may read that year as the last time anyone looked after the site. In New York, 76% of comparable sites that show a year say 2025 or later. ## 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. ``` # Quality Chef > local business (chinese) in 1595 Williamsbridge Rd, 10461-6207, Bronx, New York. Phone +17188281818. ## Book or order directly - Menu: https://qualitychefny.m988.com/order/menu.aspx ## About - Website: http://www.qualitychefny.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's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. ## Where it stands 6670 of 11000 in New York. Top 61% 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 | 100% | no | | Publish the menu or price list as HTML | 95% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 59% | no | | Have an llms.txt | 25% | no | Nearest places with a similar menu: China Pavillion (B, 1134 m, https://directindex.org/r/china-pavilion.com); Hasan Halal Chinese (F, 1398 m, https://directindex.org/r/khalilhalalchinese.com); Happy Garden (C, 1404 m, https://directindex.org/r/nyhappygarden.com); Al Aqsa Chinese (B, 1408 m, https://directindex.org/r/alaqsakitchenny.com); Golden Chef (Healthy Food) (B, 1560 m, https://directindex.org/r/goldenchefbx.com); China Palace Restaurant (D, 1669 m, https://directindex.org/r/chinapalaceny.com); Peking Kitchen (D, 1694 m, https://directindex.org/r/google.com); Lee Xing Restaurant (F, 1703 m, https://directindex.org/r/fanfiction.net); Happy Garden - 2414 Williamsbridge Rd (B, 1779 m, https://directindex.org/r/happycleaners.com); King Hing (C, 1785 m, https://directindex.org/r/kinghingbronx.com). ## 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 13 everyday questions about New York and named 69 places. Quality Chef wasn't one of them. See who was named: https://directindex.org/city/new-york/recommended See what an AI agent reads on this site: https://directindex.org/r/qualitychefny.com/agent-view ## Businesses like Quality Chef in New York | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in New York | 11000 | 52% | 34% | 46.2% | The best of the businesses of the same kind in New York: 3 Guys Sushi (A 100%, https://directindex.org/r/3guyssushi.com); 3rd Ave Deli Gourmet and Juice Bar (A 100%, https://directindex.org/r/3rdavegourmet.com); 57s All American Grill (A 100%, https://directindex.org/r/57sburger.com); A1 Asian Fusion (A 100%, https://directindex.org/r/a1asianfusion.com); Abey African and Mediterranean Restaurant (A 100%, https://directindex.org/r/abeyrestaurant.com). With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; Menu or price list is on another site), the score would be about 90.8%. That would be 819th of 11,000 in New York, up from 6670th. ## The direct record What agents get for Quality Chef, as JSON: https://directindex.org/api/direct/qualitychefny.com - Book: none on record - Order: none on record - Menu: https://qualitychefny.m988.com/order/menu.aspx (external; from the scan) - Hours: none on record - Phone: +17188281818 - Stable links that count: https://directindex.org/go/qualitychefny.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): 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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 22 | 25 | | Readable | 2 | 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/qualitychefny.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/qualitychefny.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/qualitychefny.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=qualitychefny.com&force=1