# See Thru Chinese Kitchen #18: Agent-Direct Score D (52.3%) Site: https://www.seethrukitchen18.com Report: https://directindex.org/r/seethrukitchen18.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.) See Thru Chinese Kitchen #18 is hard for agents to use. An AI assistant can open See Thru Chinese Kitchen #18's website. What See Thru Chinese Kitchen #18 offers is on another site. It finds a way to book or order directly, through slickmenus.com. ## Direct links - Phone: 17737782888 - Address: 7118 S Western Ave, 60636-3615, Chicago - Prices: 4 prices on the site, the middle one $6.50 ## 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 - **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 slickmenus.com, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai - **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) - **4 prices on the landing page, the middle one $6.50.** ## 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. ``` # See Thru Chinese Kitchen #18 > local business (chinese) in 7118 S Western Ave, 60636-3615, Chicago, Chicago. Phone 17737782888. ## Book or order directly - Menu: https://www.slickmenus.com/restaurants/see-thru-chinese-kitchen-18-chicago-il-2 ## About - Website: https://www.seethrukitchen18.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 2023 of 3626 in Chicago. Top 56% 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 | 93% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes | | Structured data with address, phone and hours | 58% | no | | Have an llms.txt | 29% | no | Nearest places with a similar menu: China City (F, 1616 m, https://directindex.org/r/chinacityoakpark.com); Tony's Chinese Food (F, 2494 m, https://directindex.org/r/tonyschinesefood.com); Fon Fon Chinese Cuisine (F, 2803 m, https://directindex.org/r/fonfonmenu.com); Hong Kong Restaurant (A, 3385 m, https://directindex.org/r/hongkongchi.com); Sky Chop Suey (B, 3418 m, https://directindex.org/r/skychopsuey.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 12 everyday questions about Chicago and named 57 places. See Thru Chinese Kitchen #18 wasn't one of them. See who was named: https://directindex.org/city/chicago/recommended See what an AI agent reads on this site: https://directindex.org/r/seethrukitchen18.com/agent-view ## Businesses like See Thru Chinese Kitchen #18 in Chicago | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Chicago | 3626 | 52% | 35% | 52.3% | The best of the businesses of the same kind in Chicago: Ali's Nihari & BBQ (A 100%, https://directindex.org/r/alinihari.com); Amarit (A 100%, https://directindex.org/r/amaritthai.com); Andie's (A 100%, https://directindex.org/r/andieschicago.com); Angelo's Stuffed Pizza (A 100%, https://directindex.org/r/angelosstuffedpizza.com); Aztlán Mexican Grill (A 100%, https://directindex.org/r/aztlan1.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 95.4%. That would be 104th of 3,626 in Chicago, up from 2023rd. ## The direct record What agents get for See Thru Chinese Kitchen #18, as JSON: https://directindex.org/api/direct/seethrukitchen18.com - Book: none on record - Order: none on record - Menu: https://www.slickmenus.com/restaurants/see-thru-chinese-kitchen-18-chicago-il-2 (external; from the scan) - Hours: none on record - Phone: 17737782888 - Stable links that count: https://directindex.org/go/seethrukitchen18.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 | 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/seethrukitchen18.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/seethrukitchen18.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/seethrukitchen18.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=seethrukitchen18.com&force=1