# Hairdo Hub by MEL: Agent-Direct Score C (61.5%) Site: http://hairdohub-bymel.com/ Report: https://directindex.org/r/hairdohub-bymel.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.) Hairdo Hub by MEL is partly visible to agents. An AI assistant can open Hairdo Hub by MEL'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, through app.linearsense.com. ## Direct links - Phone: +60199061111 - Address: 50 Jalan Sultan Ismail, 55100, Bandar Kuala Lumpur - WhatsApp: a link on the site ## Nearby, also direct Places near Hairdo Hub by MEL that take a booking or an order on their own website, with no marketplace in between. - The Soloist Salon (70 m): https://directindex.org/r/thesoloists.co - Toudaotang Malaysia 头道汤 马来西亚 (150 m): https://directindex.org/r/toudaotang.my ## What to fix first - **Appointments through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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.** (+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 ## 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. ``` # Hairdo Hub by MEL > organization in 50 Jalan Sultan Ismail, 55100, Bandar Kuala Lumpur, Kuala Lumpur hairdressers and beauty salons. Phone +60199061111. ## About - Website: http://hairdohub-bymel.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 (Organization).** no address, phone or hours in it ## Where it stands 109 of 445 in Kuala Lumpur hairdressers and beauty salons. Top 24% 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 | 94% | no | | Publish the menu or price list as HTML | 15% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 90% | yes | | Structured data with address, phone and hours | 19% | no | | Have an llms.txt | 44% | no | Nearest places in the index: THE LUSH CLINIC @ Bukit Bintang (D, 9 m, https://directindex.org/r/thelushclinic.com); London Weight Management Lot 10 Lt (F, 27 m, https://directindex.org/r/londonweight.com); The Soloist Salon (C, 73 m, https://directindex.org/r/thesoloists.co); Toudaotang Malaysia 头道汤 马来西亚 (B, 147 m, https://directindex.org/r/toudaotang.my); Isfahan Beauty (C, 148 m, https://directindex.org/r/isfahanbeauty.net); Eyelash Shop (F, 200 m, https://directindex.org/r/shopee.sg); Hair Exchange Salon (F, 220 m, https://directindex.org/r/wassap.my); 舒合家产后按摩汗蒸中心 (B, 227 m, https://directindex.org/r/sunlighten.com); Serene Aesthetics (C, 228 m, https://directindex.org/r/sereneaesthetics.com.my); Beau-Spec (D, 229 m, https://directindex.org/r/specbodyart.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. See what an AI agent reads on this site: https://directindex.org/r/hairdohub-bymel.com/agent-view ## Businesses like Hairdo Hub by MEL in Kuala Lumpur hairdressers and beauty salons | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Kuala Lumpur hairdressers and beauty salons | 445 | 47% | 17% | 61.5% | The best of the businesses of the same kind in Kuala Lumpur hairdressers and beauty salons: Celeste Beauty (A 90.8%, https://directindex.org/r/celestebeauty.my); Beaulogy Aesthetics (A 86.2%, https://directindex.org/r/academiebeaute.com); Curio Wangsa Walk Mall (A 86.2%, https://directindex.org/r/curiospa.com); Oriental Signature (A 86.2%, https://directindex.org/r/orientalsignature.com.my); Bee Choo Origin Taman Desa (B 84.6%, https://directindex.org/r/beechoo.com.my). With the three fixes above (Appointments through an unrecognised third party; No price list of services found; Structured data is incomplete), the score would be about 95.4%, which would be first of 445 in Kuala Lumpur hairdressers and beauty salons. ## The direct record What agents get for Hairdo Hub by MEL, as JSON: https://directindex.org/api/direct/hairdohub-bymel.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +60199061111 ## 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 | 9 | 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/hairdohub-bymel.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/hairdohub-bymel.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/hairdohub-bymel.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=hairdohub-bymel.com&force=1