# The Refinery Knightsbridge: Agent-Direct Score B (81.5%) Site: http://www.the-refinery.com/ Report: https://directindex.org/r/the-refinery.com 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.) The Refinery Knightsbridge is mostly ready for agents. An AI assistant can open The Refinery Knightsbridge's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site. ## Direct links - Book directly: https://www.the-refinery.com/services (on the business's own site) - Phone: 02078381117 - Address: 5, Montpelier Street, South Kensington, SW7 1EX, London ## Nearby, also direct Places near The Refinery Knightsbridge that take a booking or an order on their own website, with no marketplace in between. - Laura Kate Artistry (10 m): https://directindex.org/r/laurakateartistry.com - Omniya Clinic (20 m): https://directindex.org/r/omniya.co.uk - Aromatherapy Associates (20 m): https://directindex.org/r/aromatherapyassociates.com - Sanrizz (40 m): https://directindex.org/r/sanrizz.co.uk - Hair Science Institute (40 m): https://directindex.org/r/hasci.com ## What to fix first - **No price list of services found.** (+7 points) Agents answer 'what do they offer and what does it cost?' from marketplaces and directories instead. Add a page that lists services and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **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. ``` # The Refinery Knightsbridge > local business in 5, Montpelier Street, South Kensington, SW7 1EX, London, London hairdressers and beauty salons. Phone 02078381117. ## Book or order directly - Book: https://www.the-refinery.com/services (on the business's own site) ## About - Website: http://www.the-refinery.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 - **Appointments on your own site.** Agents can book an appointment without going through a marketplace. ## Where it stands 300 of 6059 in London hairdressers and beauty salons. 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 | 100% | yes | | Publish the menu or price list as HTML | 11% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes | | Structured data with address, phone and hours | 22% | no | | Have an llms.txt | 58% | no | Nearest places in the index: Laura Kate Artistry (B, 12 m, https://directindex.org/r/laurakateartistry.com); Omniya Clinic (A, 18 m, https://directindex.org/r/omniya.co.uk); Aromatherapy Associates (B, 20 m, https://directindex.org/r/aromatherapyassociates.com); Sanrizz (C, 35 m, https://directindex.org/r/sanrizz.co.uk); Hair Science Institute (B, 37 m, https://directindex.org/r/hasci.com); Alternative Hair (C, 51 m, https://directindex.org/r/alternativehair.org); Derma Medica (D, 53 m, https://directindex.org/r/dermamedica.co.uk); IVOVENTURI medispa (D, 83 m, https://directindex.org/r/ivoventuri.com); Prince SALON (D, 111 m, https://directindex.org/r/princesalon.co.uk); Levirgo Aesthetic Clinic (B, 124 m, https://directindex.org/r/levirgo.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 81.5%. See what an AI agent reads on this site: https://directindex.org/r/the-refinery.com/agent-view ## Businesses like The Refinery Knightsbridge in London hairdressers and beauty salons | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in London hairdressers and beauty salons | 6059 | 51% | 26% | 81.5% | | Sites built with Squarespace in London hairdressers and beauty salons | 262 | 66% | 45% | 81.5% | The best of the sites built with Squarespace in London hairdressers and beauty salons: Amba Hair Boutique (A 93.8%, https://directindex.org/r/ambablowdry.com); Masaj (A 93.8%, https://directindex.org/r/masaj.me); Najwa London Members - Only (A 93.8%, https://directindex.org/r/najwalondon.co.uk); Chic Lash Boutique - Luxury Eyelash Extensions London (A 92.3%, https://directindex.org/r/chiclashboutique.co.uk); HK Hammam & Spa (A 92.3%, https://directindex.org/r/hkhammam.com). With the two fixes above (No price list of services found; Structured data is incomplete), the score would be about 95.4%, which would be first of 6,059 in London hairdressers and beauty salons. ## The direct record What agents get for The Refinery Knightsbridge, as JSON: https://directindex.org/api/direct/the-refinery.com - Book: https://www.the-refinery.com/services (own site; found by the scan of 2026-10-21, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: 02078381117 - Stable links that count: https://directindex.org/go/the-refinery.com/book ## 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 | 25 | 25 | | Readable | 13 | 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/the-refinery.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/the-refinery.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/the-refinery.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 ยท Rescan now: https://directindex.org/scan?url=the-refinery.com&force=1