# Kaizen Dining Group, Inc: Agent-Direct Score D (44.6%) Site: http://www.kaizendining.com Report: https://directindex.org/r/kaizendining.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.) Kaizen Dining Group, Inc is hard for agents to use. An AI assistant can open Kaizen Dining Group, Inc's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to Resy, a marketplace. ## Direct links - Phone: 6268726461 - Address: 4465 Wilshire Blvd Ste 100, 90010-3704, Los Angeles ## Nearby, also direct Places near Kaizen Dining Group, Inc that take a booking or an order on their own website, with no marketplace in between. - Soban (1.1 km): https://directindex.org/r/sobanla.com - CUP BOB (1.1 km): https://directindex.org/r/zip-codes.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 - **Booking only through resy.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. 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) - **The footer says © 2024.** Visitors and assistants may read that year as the last time anyone looked after the site. In Los Angeles, 74% 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. ``` # Kaizen Dining Group, Inc > local business in 4465 Wilshire Blvd Ste 100, 90010-3704, Los Angeles, Los Angeles. Phone 6268726461. ## About - Website: http://www.kaizendining.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. - **Resy works with agents through its partners.** Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Terms read on 2026-10-15: https://resy.com/terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 2540 of 4350 in Los Angeles. Top 58% 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) | 97% | yes | | Structured data with address, phone and hours | 59% | no | | Have an llms.txt | 37% | no | Nearest places in the index: J Media Group (F, 646 m, https://directindex.org/r/jfmediallc.com); Kang Nam Restaurant (D, 962 m, https://directindex.org/r/kangnamrestaurant.com); Sisters Dumpling (B, 1021 m, https://directindex.org/r/sistersdumpling.com); Sun Ha Jang (D, 1036 m, https://directindex.org/r/sunhajang.com); Soban (A, 1063 m, https://directindex.org/r/sobanla.com); Olympic Noodle | Korean (F, 1070 m, https://directindex.org/r/olympicnoodle.com); CUP BOB (B, 1075 m, https://directindex.org/r/zip-codes.com); Sushi Hon (C, 1087 m, https://directindex.org/r/losangelessushirolls.com); Arado (C, 1097 m, https://directindex.org/r/aradosushi.com); Beak Wha Gombo Restaurant (F, 1099 m, https://directindex.org/r/laderaheights.info). ## 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 Los Angeles and named 95 places. Kaizen Dining Group, Inc wasn't one of them. See who was named: https://directindex.org/city/los-angeles/recommended Compared with its peers: Sites using Resy 67% (44% A or B, 2525 sites); This site 44.6%. See what an AI agent reads on this site: https://directindex.org/r/kaizendining.com/agent-view ## Businesses like Kaizen Dining Group, Inc in Los Angeles | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Los Angeles | 4350 | 50% | 31% | 44.6% | | Sites using Resy in Los Angeles | 125 | 67% | 46% | 44.6% | The best of the sites using Resy in Los Angeles: Civico (A 100%, https://directindex.org/r/civico1845.com); Il Nido (A 100%, https://directindex.org/r/ilnidola.com); Tuk Tuk Thai (A 100%, https://directindex.org/r/tuktukthailosangeles.com); Tonchin (A 96.9%, https://directindex.org/r/tonchinus.com); De La Nonna (A 93.8%, https://directindex.org/r/delanonna.com). With the three fixes above (No structured data for the business; Booking only through resy; No menu or price list found), the score would be about 95.4%. That would be 115th of 4,350 in Los Angeles, up from 2540th. ## The direct record What agents get for Kaizen Dining Group, Inc, as JSON: https://directindex.org/api/direct/kaizendining.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 6268726461 ## 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 - Vendor terms for agents, Resy: Through partners. Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Read 2026-10-15: https://resy.com/terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 1 | 25 | | Actionable | 3 | 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/kaizendining.com - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - 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/kaizendining.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/kaizendining.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=kaizendining.com&force=1