# Pink Lemon Park Nail Studio: Agent-Direct Score D (53.8%)

Site: https://pinklemonparknails.com
Report: https://directindex.org/r/pinklemonparknails.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Pink Lemon Park Nail Studio is hard for agents to use.

## Direct links
- Menu: https://pinklemonparknails.com/menu
- Phone: +1 212-348-8890

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (HairSalon, BeautySalon or the closest type, with name, address, telephone and openingHoursSpecification). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No way to book an appointment online.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add an online appointment page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "BeautySalon",
  "name": "Pink Lemon Park Nail Studio",
  "url": "https://pinklemonparknails.com",
  "telephone": "+1 212-348-8890",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Madison Avenue 1335",
    "postalCode": "10128"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7856497,
    "longitude": -73.9551306
  },
  "openingHours": "Mo-Sa 09:00-20:00; Su 10:00-19:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "09:00",
      "closes": "20:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "10:00",
      "closes": "19:00"
    }
  ]
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# Pink Lemon Park Nail Studio

> beauty salon in Madison Avenue 1335 10128, New York hairdressers and beauty salons. Phone +1 212-348-8890.

## Book or order directly

- Menu: https://pinklemonparknails.com/menu

## Opening hours

Mo-Sa 09:00-20:00; Su 10:00-19:00

## About

- Website: https://pinklemonparknails.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.** There is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Price list of services is an HTML page.** Agents can read items and prices directly.

## Where it stands
227 of 681 in New York hairdressers and beauty salons. Top 33% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 99% | no |
| Publish the menu or price list as HTML | 29% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 97% | yes |
| Structured data with address, phone and hours | 12% | no |
| Have an llms.txt | 23% | no |

Nearest places in the index: REE Nail & Spa (B, 378 m, https://directindex.org/r/reespany.com); Tomoko Shima Hair Salon (D, 419 m, https://directindex.org/r/tomokoshima.com); amour de hair (F, 438 m, https://directindex.org/r/amourdehairnyc.com); Fademan Barber (C, 446 m, https://directindex.org/r/fademanbarber.com); Quality Barbers (C, 589 m, https://directindex.org/r/qualitybarbers.com); Elite Barber Shop (C, 633 m, https://directindex.org/r/vagaro.com); Alex Vip Barber Shop (C, 642 m, https://directindex.org/r/alexvipbarbers.com); ForStyler Hair Professional Salon (C, 693 m, https://directindex.org/r/forstylerhairsalon.com); Perfect Brows NYC (C, 768 m, https://directindex.org/r/perfectbrowsnyc.com); Red Chair Studio (D, 934 m, https://directindex.org/r/redchairstudiony.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Against its peers: Sites built with Shopify 61% (36% A or B, 1336 sites); This site 53.8%.

See what an AI agent reads on this site: https://directindex.org/r/pinklemonparknails.com/agent-view

## Businesses like Pink Lemon Park Nail Studio in New York hairdressers and beauty salons

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York hairdressers and beauty salons | 681 | 33% | 10% | 53.8% |
| Built with Shopify in New York hairdressers and beauty salons | 3 | 57% | 33% | 53.8% |

The best of Same kind in New York hairdressers and beauty salons: M.Studio (A 88.8%, https://directindex.org/r/mstudio-nyc.com); Koru (A 87.7%, https://directindex.org/r/korunyc.com); Power Hair (A 86.3%, https://directindex.org/r/powerhairbk.com); Maria Bonita Spa (A 86.2%, https://directindex.org/r/mariabonitany.com); QQ Nails & Spa (A 85%, https://directindex.org/r/qqnailspa.com).

With the two fixes above (No structured data for the business; No way to book an appointment online) the score would be about 95.4%: first of 681 in New York hairdressers and beauty salons.

## The direct record
What agents get for Pink Lemon Park Nail Studio, as JSON: https://directindex.org/api/direct/pinklemonparknails.com
- Book: none on record
- Order: none on record
- Menu: https://pinklemonparknails.com/menu (html_page; from the scan)
- Hours: Mo-Sa 09:00-20:00; Su 10:00-19:00 (open now) (from OpenStreetMap)
- Phone: +1 212-348-8890
- Stable links that count: https://directindex.org/go/pinklemonparknails.com/menu

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 2 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/pinklemonparknails.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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: no

Deep report: https://directindex.org/r/pinklemonparknails.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=pinklemonparknails.com&force=1