# 2 Korean Girls: Agent-Direct Score B (72.3%) Site: http://www.2KoreanGirls.com/ Report: https://directindex.org/r/2koreangirls.com Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) 2 Korean Girls is mostly ready for agents. An AI assistant can open the website of 2 Korean Girls. It can read what 2 Korean Girls offers. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://2koreangirls.com/yahoo-life-korean-barbecue-restaurant-101-from-bibimbap-to-kimchi-heres-what-to-order-as-a-beginner/ (on the business's own site) - Menu: https://2koreangirls.com/?page_id=5663 - Phone: +13052042372 ## 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). 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 - **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. ``` # 2 Korean Girls > local business (korean) in 2801 Florida Ave, 33133-1901, Miami, Miami. Phone +13052042372. ## Book or order directly - Order: https://2koreangirls.com/yahoo-life-korean-barbecue-restaurant-101-from-bibimbap-to-kimchi-heres-what-to-order-as-a-beginner/ (on the business's own site) - Menu: https://2koreangirls.com/?page_id=5663 ## About - Website: http://www.2KoreanGirls.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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Menu or price list is an HTML page.** Agents can read items and prices directly. - **Ordering on your own site.** Agents can order without a marketplace in the loop. ## Where it stands 896 of 2979 in Miami. Top 30% 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% | yes | | Publish the menu or price list as HTML | 97% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes | | Structured data with address, phone and hours | 68% | no | | Have an llms.txt | 44% | no | Nearest places in the index: Calista Cafe (F, 39 m, https://directindex.org/r/calistacafe.com); OMAKAI sushi (A, 67 m, https://directindex.org/r/omakai.com); Taste of Pace (F, 85 m, https://directindex.org/r/pacecenter.org); Bombay Darbar (C, 91 m, https://directindex.org/r/bombaydarbar.com); CARBONE VINO (D, 96 m, https://directindex.org/r/carbonevino.com); Koko (A, 110 m, https://directindex.org/r/kokobybakan.com); Mayfair Grill (A, 123 m, https://directindex.org/r/mayfair-grill.com); Sipsip Rum Bar (B, 129 m, https://directindex.org/r/mayfairhousemiami.com); Duck 'N Sum (D, 174 m, https://directindex.org/r/ducknsum.com); Da Angelino | Cucina Italiana (B, 187 m, https://directindex.org/r/daangelino.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. Asked 12 everyday questions about Miami, the assistants named 65 places; 2 Korean Girls was not among them. See who was named: https://directindex.org/city/miami/recommended Against its peers: Sites built with WordPress 58% (30% A or B, 68857 sites); This site 72.3%. See what an AI agent reads on this site: https://directindex.org/r/2koreangirls.com/agent-view ## Businesses like 2 Korean Girls in Miami | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Miami | 2979 | 54% | 35% | 72.3% | | Sites built with WordPress in Miami | 748 | 63% | 43% | 72.3% | The best of the sites built with WordPress in Miami: Barstool Bites (A 100%, https://directindex.org/r/seasideonthepier.com); Cèrto Italian Restaurant & Private Events (A 100%, https://directindex.org/r/certomiami.com); Felice Brickell (A 100%, https://directindex.org/r/felicerestaurants.com); Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Foozo Artisan Pizza (A 100%, https://directindex.org/r/eatfoozo.com). With the fix above (No structured data for the business) the score would be about 95.4%: 132nd of 2,979 in Miami, up from 896th. ## The direct record What agents get for 2 Korean Girls, as JSON: https://directindex.org/api/direct/2koreangirls.com - Book: none on record - Order: https://2koreangirls.com/yahoo-life-korean-barbecue-restaurant-101-from-bibimbap-to-kimchi-heres-what-to-order-as-a-beginner/ (own site; found by the scan of 2026-10-17, not yet tested) - Menu: https://2koreangirls.com/?page_id=5663 (html_page; from the scan) - Hours: none on record - Phone: +13052042372 - Stable links that count: https://directindex.org/go/2koreangirls.com/order, https://directindex.org/go/2koreangirls.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 Found one hop past the home page: booking page /yahoo-life-korean-barbecue-restaurant-101-from-bibimbap-to-kimchi-heres-what-to-order-as-a-beginner/: ordering link (other). ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 7 | 25 | | Actionable | 15 | 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/2koreangirls.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/2koreangirls.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/2koreangirls.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=2koreangirls.com&force=1