# Lamai Thai Massage: Agent-Direct Score B (80%) Site: http://lamaithaimassage.ca Report: https://directindex.org/r/lamaithaimassage.ca Scanned: 2026-10-19 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Lamai Thai Massage is mostly ready for agents. An AI assistant can open Lamai Thai Massage's website. What Lamai Thai Massage offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly on the site. ## Direct links - Book directly: https://www.lamaithaimassage.ca/group-bookings (on the business's own site) - Menu: https://www.lamaithaimassage.ca/s/Lamai-Menu-May-2026.pdf ## What to fix first - Prices: 4 prices on the site, the middle one CA$187 ## What the site tells visitors (Measured, not scored) - **4 prices on the landing page, the middle one CA$187.** In Toronto, the middle price of comparable sites that show prices is CA$70.00. - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **Price list of services is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **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. ``` # Lamai Thai Massage > local business in 3321 Yonge St, M4N 2L9, Toronto, Toronto hairdressers and beauty salons. ## Book or order directly - Book: https://www.lamaithaimassage.ca/group-bookings (on the business's own site) - Menu: https://www.lamaithaimassage.ca/s/Lamai-Menu-May-2026.pdf ## About - Website: http://lamaithaimassage.ca - 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).** no address, phone or hours in it - **Appointments on your own site.** Agents can book an appointment without going through a marketplace. ## Where it stands 139 of 2213 in Toronto hairdressers and beauty salons. 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 | 100% | yes | | Publish the menu or price list as HTML | 18% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 99% | yes | | Structured data with address, phone and hours | 17% | no | | Have an llms.txt | 56% | no | Nearest places in the index: Body in Sync (D, 21 m, https://directindex.org/r/bodyinsync.ca); Alpha Laser & Beauty Clinic- Skin care clinic in uptown Toronto (F, 24 m, https://directindex.org/r/alphalaserbeauty.com); Farima Skincare (B, 27 m, https://directindex.org/r/farimaskincare.ca); Cozy Nails (C, 50 m, https://directindex.org/r/cozynails.com); Dragan Hair Design (C, 53 m, https://directindex.org/r/draganhair.com); Robey Beauty (B, 93 m, https://directindex.org/r/robeybeauty.ca); Calia Hair (B, 100 m, https://directindex.org/r/caliahair.com); SilkAway.ca (C, 104 m, https://directindex.org/r/silkaway.ca); Pezh Hair Studio (C, 119 m, https://directindex.org/r/pezhhairstudio.com); Verb Salon (C, 124 m, https://directindex.org/r/verbsalon.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 65% (49% A or B, 11547 sites); This site 80%. See what an AI agent reads on this site: https://directindex.org/r/lamaithaimassage.ca/agent-view ## Businesses like Lamai Thai Massage in Toronto hairdressers and beauty salons | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Toronto hairdressers and beauty salons | 2213 | 52% | 25% | 80% | | Sites built with Squarespace in Toronto hairdressers and beauty salons | 206 | 67% | 50% | 80% | The best of the sites built with Squarespace in Toronto hairdressers and beauty salons: Park Medical Aesthetics (A 93.8%, https://directindex.org/r/parkmedicalaesthetics.com); Royal York Spa (A 93.8%, https://directindex.org/r/royalyorkspa.com); Reframe Wellbeing (A 92.3%, https://directindex.org/r/reframewellbeing.com); FAB Beauty Studio (A 89.2%, https://directindex.org/r/fabbeautystudio.com); Subtle Enhancements (A 89.2%, https://directindex.org/r/subtleenhancements.com). With the two fixes above (Structured data is incomplete; Price list of services is a PDF), the score would be about 95.4%, which would be first of 2,213 in Toronto hairdressers and beauty salons. ## The direct record What agents get for Lamai Thai Massage, as JSON: https://directindex.org/api/direct/lamaithaimassage.ca - Book: https://www.lamaithaimassage.ca/group-bookings (own site; found by the scan of 2026-10-19, not yet tested) - Order: none on record - Menu: https://www.lamaithaimassage.ca/s/Lamai-Menu-May-2026.pdf (pdf; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/lamaithaimassage.ca/book, https://directindex.org/go/lamaithaimassage.ca/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 | 25 | 25 | | Readable | 12 | 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/lamaithaimassage.ca - 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/lamaithaimassage.ca/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/lamaithaimassage.ca/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=lamaithaimassage.ca&force=1