# Sloth & Fox Cafe: Agent-Direct Score B (78.5%) Site: http://slothfox.com/ Report: https://directindex.org/r/slothfox.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.) Sloth & Fox Cafe is mostly ready for agents. An AI assistant can open Sloth & Fox Cafe's website. It can read what Sloth & Fox Cafe offers. It finds a way to book or order directly, through r.grab.com. ## Direct links - Menu: https://slothfox.com/menu - Phone: +66804729338 - Address: 25 สุขุมวิท 103, 10260, กรุงเทพมหานคร - Its menu mentions: vegan options, vegetarian dishes ## Nearby, also direct Places near Sloth & Fox Cafe that take a booking or an order on their own website, with no marketplace in between. - สตาร์บัคส์ (1.1 km): https://directindex.org/r/starbucks.com - Reliose (1.1 km): https://directindex.org/r/climaxtv.net - บริษัท โยคุ จำกัด (1.5 km): https://directindex.org/r/yoku.co.th - Freight Space (1.5 km): https://directindex.org/r/freightspace.cafe ## What to fix first - **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 - **Structured data is incomplete.** (+2 points) Missing: telephone. 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 ## 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. ``` # Sloth & Fox Cafe > local business in 25 สุขุมวิท 103, 10260, กรุงเทพมหานคร, Bangkok cafes and bars. Phone +66804729338. ## Book or order directly - Menu: https://slothfox.com/menu ## About - Website: http://slothfox.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. - **Structured data found (LocalBusiness).** address, opening hours - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands 45 of 946 in Bangkok cafes and bars. Top 5% 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% | no | | Publish the menu or price list as HTML | 61% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 86% | yes | | Structured data with address, phone and hours | 24% | no | | Have an llms.txt | 30% | no | Nearest places in the index: Arun Cafe (B, 127 m, https://directindex.org/r/56hotel.com); The Chosen Sweets (F, 954 m, https://directindex.org/r/shopee.co.th); สตาร์บัคส์ (C, 1057 m, https://directindex.org/r/starbucks.com); Reliose (D, 1097 m, https://directindex.org/r/climaxtv.net); Starbucks (F, 1230 m, https://directindex.org/r/thewalk.co.th); Little Zoo Cafe Siam (F, 1233 m, https://directindex.org/r/thailandpost.co.th); Mivana Organic Forest Coffee (D, 1440 m, https://directindex.org/r/mivana.co.th); บริษัท โยคุ จำกัด (C, 1464 m, https://directindex.org/r/yoku.co.th); Freight Space (C, 1528 m, https://directindex.org/r/freightspace.cafe); Phoenix Lava สาขา HomePro บางนา (F, 1549 m, https://directindex.org/r/lavabun.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 Squarespace 63% (46% A or B, 18903 sites); This site 78.5%. See what an AI agent reads on this site: https://directindex.org/r/slothfox.com/agent-view ## Businesses like Sloth & Fox Cafe 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% | 78.5% | | Sites built with Squarespace in Bangkok cafes and bars | 19 | 56% | 26% | 78.5% | The best of the sites built with Squarespace in Bangkok cafes and bars: Propaganda Bar (A 93.8%, https://directindex.org/r/propagandabangkok.com); Xing Fu Tang (B 84.6%, https://directindex.org/r/xingfutang.com); Forest Bake (B 81.5%, https://directindex.org/r/forestbake.com); ARABIA COFFEE ROASTER (B 73.8%, https://directindex.org/r/arabiacoffee.co.th); ShareTea (C 66.2%, https://directindex.org/r/1992sharetea.com). With the two fixes above (Ordering through an unrecognised third party; 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 Sloth & Fox Cafe, as JSON: https://directindex.org/api/direct/slothfox.com - Book: none on record - Order: none on record - Menu: https://slothfox.com/menu (html_page; from the scan) - Hours: none on record - Phone: +66804729338 - Stable links that count: https://directindex.org/go/slothfox.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: menu page /menu: ordering link (other). ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 20 | 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/slothfox.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/slothfox.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/slothfox.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=slothfox.com&force=1