# BOTTOMLESS - Pattanakarn road: Agent-Direct Score B (75.8%) Site: http://www.bottomlesscoffeeroasters.com/ Report: https://directindex.org/r/bottomlesscoffeeroasters.com Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) BOTTOMLESS - Pattanakarn road is mostly ready for agents. Some AI assistants are turned away by BOTTOMLESS - Pattanakarn road's website. It can read what BOTTOMLESS - Pattanakarn road offers. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://bottomlesscoffeeroasters.com/cafe/ (on the business's own site) - Menu: https://bottomlesscoffeeroasters.com/cafe/ - Phone: +66927451962 - Address: 2281 ถนน พัฒนาการ, 10251, กรุงเทพมหานคร - Languages: English, Thai ## Nearby, also direct Places near BOTTOMLESS - Pattanakarn road that take a booking or an order on their own website, with no marketplace in between. - APBA Thailand (1.5 km): https://directindex.org/r/apba.co.th - Anaya Espresso Kitchen (1.7 km): https://directindex.org/r/anayaespressosociety.com - Baan Kanom Farang - บ้านขนมฝรั่ง เค้กวันเกิด เค้กขายส่ง บริการส่ง Delivery (1.7 km): https://directindex.org/r/baankanomfarangbakery.com ## What to fix first - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_429), ClaudeBot (http_429) 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.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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 - **The phone number on the site doesn't match the open map data.** The site shows 0819515249, but OpenStreetMap or Overture Maps lists +66927451962. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## 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. ``` # BOTTOMLESS - Pattanakarn road > person in 2281 ถนน พัฒนาการ, 10251, กรุงเทพมหานคร, Bangkok cafes and bars. Phone +66927451962. ## Book or order directly - Order: https://bottomlesscoffeeroasters.com/cafe/ (on the business's own site) - Menu: https://bottomlesscoffeeroasters.com/cafe/ ## About - Website: http://www.bottomlesscoffeeroasters.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. - **Structured data found (Person).** no address, phone or hours in it - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 56 of 946 in Bangkok cafes and bars. Top 6% 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 | 83% | yes | | Publish the menu or price list as HTML | 61% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 86% | no | | Structured data with address, phone and hours | 24% | no | | Have an llms.txt | 30% | no | Nearest places in the index: Heyyyy Bangkok Cafe (D, 338 m, https://directindex.org/r/heyyyybangkok.com); F.DICK Thailand (F, 1001 m, https://directindex.org/r/khunnarin.com); ชิว ชิว - Chill Chill พัฒนาการ 53 (F, 1084 m, https://directindex.org/r/black.com); Thaiaochi Cafe (D, 1194 m, https://directindex.org/r/thaiaochi.com); EMBER Cafe & Wine (F, 1364 m, https://directindex.org/r/emberbkk.com); Octopush9 cafe (F, 1366 m, https://directindex.org/r/robinhood.co.th); APBA Thailand (B, 1509 m, https://directindex.org/r/apba.co.th); Anaya Espresso Kitchen (A, 1673 m, https://directindex.org/r/anayaespressosociety.com); ฟาร์มโก้ คาเฟ่ Farmgo Cafe (F, 1705 m, https://directindex.org/r/farmgoland.com); Baan Kanom Farang - บ้านขนมฝรั่ง เค้กวันเกิด เค้กขายส่ง บริการส่ง Delivery (A, 1708 m, https://directindex.org/r/baankanomfarangbakery.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 75.8%. See what an AI agent reads on this site: https://directindex.org/r/bottomlesscoffeeroasters.com/agent-view ## Businesses like BOTTOMLESS - Pattanakarn road in Bangkok cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Bangkok cafes and bars | 946 | 42% | 13% | 75.8% | | Sites built with WordPress in Bangkok cafes and bars | 264 | 53% | 20% | 75.8% | The best of the sites built with WordPress in Bangkok cafes and bars: Havana Social (A 95.4%, https://directindex.org/r/havanasocialbkk.com); The Shamrock Irish Pub • BTS Bang Chak (A 95.4%, https://directindex.org/r/shakespearepubbangkok.com); View Bangkok Rooftop Bar & Restaurant (A 94.9%, https://directindex.org/r/viewrooftopbarbangkok.com); Dusit Gourmet (A 86.2%, https://directindex.org/r/baandusitthani.com); Irvin Brew And Beat (A 86.2%, https://directindex.org/r/irvinthaikitchen1976.com). With the two fixes above (The server turns AI crawlers away at the door; Structured data is incomplete), the score would be about 95.4%, which would be first of 946 in Bangkok cafes and bars. ## The direct record What agents get for BOTTOMLESS - Pattanakarn road, as JSON: https://directindex.org/api/direct/bottomlesscoffeeroasters.com - Book: none on record - Order: https://bottomlesscoffeeroasters.com/cafe/ (own site; found by the scan of 2026-10-22, not yet tested) - Menu: https://bottomlesscoffeeroasters.com/cafe/ (html_page; from the scan) - Hours: none on record - Phone: +66927451962 - Stable links that count: https://directindex.org/go/bottomlesscoffeeroasters.com/order, https://directindex.org/go/bottomlesscoffeeroasters.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 | 18.3 | 25 | | Readable | 16 | 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/bottomlesscoffeeroasters.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: yes Keep watching this business (https://directindex.org/r/bottomlesscoffeeroasters.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/bottomlesscoffeeroasters.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=bottomlesscoffeeroasters.com&force=1