# BreadFit: Agent-Direct Score D (42%) Site: http://www.breadfit.co.kr/ Report: https://directindex.org/r/breadfit.co.kr Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) BreadFit is hard for agents to use. Some AI assistants are turned away by BreadFit's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online. ## Direct links - Phone: +8227820102 - Address: 영등포구 여의도동 43-4 롯데캐슬아이비 지하 129, 150-937, Seoul ## Nearby, also direct Places near BreadFit that take a booking or an order on their own website, with no marketplace in between. - New Origin (180 m): https://directindex.org/r/neworigin.co.kr - Michele Coffee (250 m): https://directindex.org/r/michelecoffee.com ## What to fix first - **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. 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 - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_503), ClaudeBot (http_503) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **Structured data is incomplete.** (+5 points) Missing: address, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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) - **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Seoul, 12% of comparable sites declare one. ## 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. ``` # BreadFit > organization in 영등포구 여의도동 43-4 롯데캐슬아이비 지하 129, 150-937, Seoul, Seoul cafes and bars. Phone +8227820102. ## About - Website: http://www.breadfit.co.kr/ - 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. - **Structured data found (Organization).** phone ## Where it stands 293 of 799 in Seoul cafes and bars. Top 37% 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 | 80% | no | | Publish the menu or price list as HTML | 42% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 57% | no | | Structured data with address, phone and hours | 6% | no | | Have an llms.txt | 27% | no | Nearest places in the index: New Origin (B, 182 m, https://directindex.org/r/neworigin.co.kr); Michele Coffee (D, 252 m, https://directindex.org/r/michelecoffee.com); Cafe 051 Yeouido station (C, 342 m, https://directindex.org/r/wework.com); 테라커피 (F, 364 m, https://directindex.org/r/teracoffee.com); Bar Glenwood (F, 462 m, https://directindex.org/r/glenwood.co.kr); 역전할머니맥주 (D, 467 m, https://directindex.org/r/yeokjeonfnc.com); 보드람치킨 여의도역점 (F, 584 m, https://directindex.org/r/bodram.com); 케그샵 본점 프리미엄 수제맥주&전통주 셀렉샵 (F, 790 m, https://directindex.org/r/kegshop.co.kr); Nice Caffein Club (C, 831 m, https://directindex.org/r/nicecaffeinclub.co.kr); MASS COFFEE (B, 839 m, https://directindex.org/r/mass-coffee.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. Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 42%. See what an AI agent reads on this site: https://directindex.org/r/breadfit.co.kr/agent-view ## Businesses like BreadFit in Seoul cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Seoul cafes and bars | 799 | 34% | 2% | 42% | | Sites built with WordPress in Seoul cafes and bars | 40 | 45% | 5% | 42% | The best of the sites built with WordPress in Seoul cafes and bars: Bonilla churros 보닐라츄러스 (B 83.8%, https://directindex.org/r/bonillaalavista.com); 에이와인 (B 72.3%, https://directindex.org/r/awine.kr); 투다리 전농2점 (C 65.7%, https://directindex.org/r/tudari.co.kr); Antidote (C 63.1%, https://directindex.org/r/antidoteseoul.com); 알라카르테 (C 61.5%, https://directindex.org/r/alacartemall.com). With the three fixes above (No booking or ordering link on the website; No menu or price list found; The server turns AI crawlers away at the door), the score would be about 83.1%. That would be 5th of 799 in Seoul cafes and bars, up from 293rd. ## The direct record What agents get for BreadFit, as JSON: https://directindex.org/api/direct/breadfit.co.kr - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +8227820102 ## 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 | 15.3 | 25 | | Readable | 10 | 25 | | Actionable | 2 | 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/breadfit.co.kr - 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: yes - WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md) - JSON-LD for the business: yes Keep watching this business (https://directindex.org/r/breadfit.co.kr/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/breadfit.co.kr/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=breadfit.co.kr&force=1