# I Wanna Be Pretty: Agent-Direct Score C (66.2%)

Site: http://Iwannabepretty.com/
Report: https://directindex.org/r/iwannabepretty.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.)
I Wanna Be Pretty is partly visible to agents.
An AI assistant can open I Wanna Be Pretty'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 Mangomint.

## Direct links
- Book directly: https://booking.mangomint.com/iwannabepretty (through mangomint acting for the business)
- Phone: +12136982880
- Address: 161 Water St Suite 2308, 10038, New York

## Nearby, also direct
Places near I Wanna Be Pretty that take a booking or an order on their own website, with no marketplace in between.
- AA Nails Spa (160 m): https://directindex.org/r/aanailspany.com
- Madeline Gale (160 m): https://directindex.org/r/madeleinegale.com
- Mutha Pearl (190 m): https://directindex.org/r/muthapearlnyc.com
- Allure Ascension Beauty And Wellness (230 m): https://directindex.org/r/nursesheamarie.com
- Sandieshairglam Llc (230 m): https://directindex.org/r/ivorieveilbridalbeauty.com

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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

## 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
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "I Wanna Be Pretty",
  "url": "http://Iwannabepretty.com/",
  "telephone": "+12136982880",
  "address": "161 Water St Suite 2308, 10038, New York",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.70635901,
    "longitude": -74.00542556
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://booking.mangomint.com/iwannabepretty",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## 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
- **Appointments through mangomint on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
1169 of 5076 in New York hairdressers and beauty salons. Top 23% 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% | yes |

Nearest places in the index: Stubble Barber Shop (F, 137 m, https://directindex.org/r/stubblebarber.com); AA Nails Spa (C, 156 m, https://directindex.org/r/aanailspany.com); Madeline Gale (B, 157 m, https://directindex.org/r/madeleinegale.com); Mutha Pearl (C, 190 m, https://directindex.org/r/muthapearlnyc.com); Allure Ascension Beauty And Wellness (D, 234 m, https://directindex.org/r/nursesheamarie.com); Sandieshairglam Llc (B, 234 m, https://directindex.org/r/ivorieveilbridalbeauty.com); Lashes By Shigeru (B, 234 m, https://directindex.org/r/lashesbyshigeru.com); Yaroslava (D, 242 m, https://directindex.org/r/nailslava.com); Kamla Thai Bodywork & Spa (C, 256 m, https://directindex.org/r/kamlathaibodywork.com); Petals Laser Lounge (B, 271 m, https://directindex.org/r/petalslaserlounge.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.

The assistants were asked 12 everyday questions about New York hairdressers and beauty salons and named 91 places. I Wanna Be Pretty wasn't one of them. See who was named: https://directindex.org/city/new-york-salons/recommended


Compared with its peers: Sites built with Shopify 47% (23% A or B, 13001 sites); Sites using Mangomint 63% (39% A or B, 448 sites); This site 66.2%.

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

## Businesses like I Wanna Be Pretty 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% | 66.2% |
| Sites built with Shopify in New York hairdressers and beauty salons | 296 | 47% | 22% | 66.2% |
| Sites using Mangomint in New York hairdressers and beauty salons | 54 | 65% | 43% | 66.2% |
| Sites built with Shopify and using Mangomint in New York hairdressers and beauty salons | 7 | 60% | 29% | 66.2% |

The best of the sites built with Shopify and using Mangomint in New York hairdressers and beauty salons: The Clean Beauty Lab (B 75.4%, https://directindex.org/r/thecleanbeautylab.com); Valery Joseph Salon (B 73.8%, https://directindex.org/r/valeryjoseph.com); Karine Kazarian Luxury Skincare (C 67.7%, https://directindex.org/r/karinekazarian.com); Braidenvy (D 53.8%, https://directindex.org/r/braidenvy.com); Organic Skin Care NYC (D 53.8%, https://directindex.org/r/organicskincarenewyork.com).

With the two fixes above (Structured data is incomplete; No price list of services found), the score would be about 87.7%. That would be 33rd of 5,076 in New York hairdressers and beauty salons, up from 1169th.

## The direct record
What agents get for I Wanna Be Pretty, as JSON: https://directindex.org/api/direct/iwannabepretty.com
- Book: https://booking.mangomint.com/iwannabepretty (vendor on own site: Mangomint; found by the scan of 2026-10-23, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +12136982880
- Stable links that count: https://directindex.org/go/iwannabepretty.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): yes
- 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, Mangomint: 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 | 8 | 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/iwannabepretty.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: yes
- llms.txt: yes
- 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: yes
- OAuth protected resource metadata: yes
- 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: yes
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/iwannabepretty.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/iwannabepretty.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=iwannabepretty.com&force=1