# Ms. Kim's Lounge and Private Karaoke: Agent-Direct Score B (83.1%)

Site: http://www.mskims.co/
Report: https://directindex.org/r/mskims.co
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.)
Ms. Kim's Lounge and Private Karaoke is mostly ready for agents.
An AI assistant can open Ms. Kim's Lounge and Private Karaoke's website. It can read what Ms. Kim's Lounge and Private Karaoke offers. It finds a way to book or order directly, through Tock.

## Direct links
- Book directly: https://www.exploretock.com/mskims (through tock acting for the business)
- Menu: https://www.mskims.co/menu
- Phone: +19295053368
- Address: 6 W 28th St 2nd Floor, 10001, New York

## Nearby, also direct
Places near Ms. Kim's Lounge and Private Karaoke that take a booking or an order on their own website, with no marketplace in between.
- The Portrait Bar (40 m): https://directindex.org/r/theportraitbar.com
- Ol’days (80 m): https://directindex.org/r/oldayscoffee.com
- 230 Fifth (100 m): https://directindex.org/r/230-fifth.com
- Big Deal Speakeasy Casino Events (110 m): https://directindex.org/r/bigdeal.nyc
- Vin Sur Vingt (120 m): https://directindex.org/r/vsvwinebars.com

## What to fix first
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **The phone number on the site doesn't match the open map data.** The site shows 646-870-0128, but OpenStreetMap or Overture Maps lists +19295053368. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## 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": "LocalBusiness",
  "name": "Ms. Kim's Lounge and Private Karaoke",
  "url": "http://www.mskims.co/",
  "telephone": "+19295053368",
  "address": "6 W 28th St 2nd Floor, 10001, New York",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.74487031,
    "longitude": -73.98804683
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.exploretock.com/mskims",
        "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 (LocalBusiness).** address, phone
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through tock on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Tock works with agents through its partners.** Tock's terms (12 February 2026) prohibit robots, scripts, scrapers and automated systems except software expressly licensed by Tock; Google names Tock as an AI Mode booking partner. Terms read on 2026-10-15: https://www.exploretock.com/terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
476 of 4076 in New York cafes and bars. Top 12% 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 | 97% | yes |
| Publish the menu or price list as HTML | 95% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 36% | no |
| Have an llms.txt | 22% | yes |

Nearest places in the index: The Portrait Bar (A, 35 m, https://directindex.org/r/theportraitbar.com); Douglas Phillabaum (B, 45 m, https://directindex.org/r/zoominfo.com); Bar Breton (F, 75 m, https://directindex.org/r/barbreton.com); Ol’days (A, 79 m, https://directindex.org/r/oldayscoffee.com); Nubeluz (B, 98 m, https://directindex.org/r/nubeluzbyjose.com); John Dory Oyster Bar (D, 102 m, https://directindex.org/r/thejohndory.com); 230 Fifth (B, 104 m, https://directindex.org/r/230-fifth.com); Big Deal Speakeasy Casino Events (C, 106 m, https://directindex.org/r/bigdeal.nyc); Juice Eternity (C, 110 m, https://directindex.org/r/myshopify.com); Vin Sur Vingt (A, 120 m, https://directindex.org/r/vsvwinebars.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 Wix 53% (30% A or B, 40344 sites); Sites using Tock 73% (63% A or B, 677 sites); This site 83.1%.

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

## Businesses like Ms. Kim's Lounge and Private Karaoke in New York cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York cafes and bars | 4076 | 48% | 26% | 83.1% |
| Sites built with Wix in New York cafes and bars | 216 | 61% | 36% | 83.1% |
| Sites using Tock in New York cafes and bars | 18 | 70% | 61% | 83.1% |
| Sites built with Wix and using Tock in New York cafes and bars | 4 | 69% | 50% | 83.1% |

The best of the sites built with Wix and using Tock in New York cafes and bars: DiWine (B 72.3%, https://directindex.org/r/diwineonline.com); Sip & Play (C 67.2%, https://directindex.org/r/sipnplaynyc.com); Kick Axe (D 52.3%, https://directindex.org/r/kickaxe.com).

With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 245th of 4,076 in New York cafes and bars, up from 476th.

## The direct record
What agents get for Ms. Kim's Lounge and Private Karaoke, as JSON: https://directindex.org/api/direct/mskims.co
- Book: https://www.exploretock.com/mskims (vendor on own site: Tock; found by the scan of 2026-10-23, not yet tested)
- Order: none on record
- Menu: https://www.mskims.co/menu (html_page; from the scan)
- Hours: none on record
- Phone: +19295053368
- Stable links that count: https://directindex.org/go/mskims.co/book, https://directindex.org/go/mskims.co/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): 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, Tock: Through partners. Tock's terms (12 February 2026) prohibit robots, scripts, scrapers and automated systems except software expressly licensed by Tock; Google names Tock as an AI Mode booking partner. Read 2026-10-15: https://www.exploretock.com/terms

Found one hop past the home page: menu page /menu: almost no text without JavaScript.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 19 | 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/mskims.co
- 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: 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: 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/mskims.co/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/mskims.co/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=mskims.co&force=1