# Kimberli Sushi Bar & Thai Cuisine: Agent-Direct Score D (52.3%) Site: http://www.kimberlisushithai.com/ Report: https://directindex.org/r/kimberlisushithai.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.) Kimberli Sushi Bar & Thai Cuisine is hard for agents to use. An AI assistant can open Kimberli Sushi Bar & Thai Cuisine's website. What Kimberli Sushi Bar & Thai Cuisine offers is on another site. It finds a way to book or order directly, through orderonlinemenu.com. ## Direct links - Phone: +17736541465 - Address: 2547 W Lawrence Ave, 60625-3388, Chicago ## Nearby, also direct Places near Kimberli Sushi Bar & Thai Cuisine that take a booking or an order on their own website, with no marketplace in between. - Gorilla Sushi Western (420 m): https://directindex.org/r/gorillasushiwestern.com - Wajo Sushi Chicago (1.4 km): https://directindex.org/r/wajosushitogo.com - Kraken Sushi (1.6 km): https://directindex.org/r/krakenchicago.com - Gorilla Sushi Albany Park (1.7 km): https://directindex.org/r/gorillasushialbanypark.com - Umi Japanese Restaurant (1.7 km): https://directindex.org/r/umichicago.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 - **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 orderonlinemenu.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 ## 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. ``` # Kimberli Sushi Bar & Thai Cuisine > local business (sushi) in 2547 W Lawrence Ave, 60625-3388, Chicago, Chicago. Phone +17736541465. ## Book or order directly - Menu: https://orderonlinemenu.com/KimberliSushiThaiCuisine ## About - Website: http://www.kimberlisushithai.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 main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. ## Since the scan of 2026-10-23 (D then) - Fixed: nothing - New: nothing ## Where it stands 2079 of 3754 in Chicago. Top 55% 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 | 94% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes | | Structured data with address, phone and hours | 57% | no | | Have an llms.txt | 31% | no | Nearest places with a similar menu: Gorilla Sushi Western (D, 419 m, https://directindex.org/r/gorillasushiwestern.com); Miku Sushi (B, 842 m, https://directindex.org/r/mikuchicago.com); Tank Sushi (F, 843 m, https://directindex.org/r/tanksushi.com); Wajo Sushi Chicago (A, 1371 m, https://directindex.org/r/wajosushitogo.com); Kraken Sushi (B, 1551 m, https://directindex.org/r/krakenchicago.com); Nami Sushi Bar (D, 1638 m, https://directindex.org/r/namicuisine.com); Gorilla Sushi Albany Park (D, 1693 m, https://directindex.org/r/gorillasushialbanypark.com); Umi Japanese Restaurant (B, 1695 m, https://directindex.org/r/umichicago.com); Mio Bento (F, 1716 m, https://directindex.org/r/miobento.com); Seoul Tokyo (F, 1843 m, https://directindex.org/r/shinehere.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 55 places. Kimberli Sushi Bar & Thai Cuisine 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/kimberlisushithai.com/agent-view ## Businesses like Kimberli Sushi Bar & Thai Cuisine in Chicago | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Chicago | 3754 | 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 108th of 3,754 in Chicago, up from 2079th. ## The direct record What agents get for Kimberli Sushi Bar & Thai Cuisine, as JSON: https://directindex.org/api/direct/kimberlisushithai.com - Book: none on record - Order: none on record - Menu: https://orderonlinemenu.com/KimberliSushiThaiCuisine (external; from the scan) - Hours: none on record - Phone: +17736541465 - Stable links that count: https://directindex.org/go/kimberlisushithai.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 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/kimberlisushithai.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 Keep watching this business (https://directindex.org/r/kimberlisushithai.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/kimberlisushithai.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=kimberlisushithai.com&force=1