# Miss Lash & Brow NYC: Agent-Direct Score B (73.8%) Site: https://misslashnyc.com/ Report: https://directindex.org/r/misslashnyc.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Miss Lash & Brow NYC is mostly ready for agents. An AI assistant can open Miss Lash & Brow NYC'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 Booker. ## Direct links - Book directly: https://go.booker.com/location/MissLash (through booker acting for the business) - Phone: +13475065611 - Address: 421 7th Ave Suite808, 10001, New York ## Nearby, also direct Places near Miss Lash & Brow NYC that take a booking or an order on their own website, with no marketplace in between. - Trendean Lash studio (170 m): https://directindex.org/r/trendeanlashstudio.com - Juls Lash Studio (170 m): https://directindex.org/r/julslashstudio.com - Lashes on 35th (170 m): https://directindex.org/r/lasheson35th.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. ``` # Miss Lash & Brow NYC > local business in 421 7th Ave Suite808, 10001, New York, New York hairdressers and beauty salons. Phone +13475065611. ## Book or order directly - Book: https://go.booker.com/location/MissLash (through booker acting for the business) ## About - Website: https://misslashnyc.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 through booker on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 789 of 5076 in New York hairdressers and beauty salons. Top 16% 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% | yes | | Publish the menu or price list as HTML | 20% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes | | Structured data with address, phone and hours | 19% | no | | Have an llms.txt | 48% | no | Nearest places in the index: Relax Day Spa (C, 43 m, https://directindex.org/r/relaxspaday.com); Laserworks (D, 43 m, https://directindex.org/r/laserhairremovalnyc.us); Mirror Mirror On The Wall (F, 128 m, https://directindex.org/r/wenatcheevalleymall.com); Rolfing-William Kaye (D, 153 m, https://directindex.org/r/williamkayerolfing.com); NYC Nails Spa and Beyond (D, 160 m, https://directindex.org/r/nycnsb.com); Trendean Lash studio (C, 167 m, https://directindex.org/r/trendeanlashstudio.com); Glamour Center Hair Salon (F, 168 m, https://directindex.org/r/glamourcentersalon.com); Juls Lash Studio (B, 169 m, https://directindex.org/r/julslashstudio.com); Scent of Thai NYC (C, 170 m, https://directindex.org/r/scentofthai.nyc); Lashes on 35th (C, 173 m, https://directindex.org/r/lasheson35th.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 61% (41% A or B, 32150 sites); Sites using Booker 64% (37% A or B, 418 sites); This site 73.8%. See what an AI agent reads on this site: https://directindex.org/r/misslashnyc.com/agent-view ## Businesses like Miss Lash & Brow NYC in New York hairdressers and beauty salons | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in New York hairdressers and beauty salons | 5076 | 48% | 19% | 73.8% | | Sites built with Squarespace in New York hairdressers and beauty salons | 720 | 64% | 41% | 73.8% | | Sites using Booker in New York hairdressers and beauty salons | 86 | 65% | 42% | 73.8% | | Sites built with Squarespace and using Booker in New York hairdressers and beauty salons | 14 | 70% | 64% | 73.8% | The best of the sites built with Squarespace and using Booker in New York hairdressers and beauty salons: SkinSpoke (B 84.6%, https://directindex.org/r/skinspokenyc.com); Brow Society NYC (B 81.5%, https://directindex.org/r/browsocietynyc.com); Melo Yelo Hairdressing (B 76.9%, https://directindex.org/r/meloyelonyc.com); Vedette Beauty and Skin Care (B 76.9%, https://directindex.org/r/vedettedayspa.com); Beau Eyelash Studio (B 75.4%, https://directindex.org/r/eyelashstudionyc.com). With the two fixes above (No price list of services found; Structured data is incomplete), the score would be about 87.7%. That would be 33rd of 5,076 in New York hairdressers and beauty salons, up from 789th. ## The direct record What agents get for Miss Lash & Brow NYC, as JSON: https://directindex.org/api/direct/misslashnyc.com - Book: https://go.booker.com/location/MissLash (vendor on own site: Booker; found by the scan of 2026-10-23, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: +13475065611 - Stable links that count: https://directindex.org/go/misslashnyc.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 - Vendor terms for agents, Booker: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 13 | 25 | | Actionable | 10 | 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/misslashnyc.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/misslashnyc.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/misslashnyc.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=misslashnyc.com&force=1