# PS150: Agent-Direct Score D (53.8%)

Site: http://www.ps150.my/
Report: https://directindex.org/r/ps150.my
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
PS150 is hard for agents to use.
An AI assistant can open PS150'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 inline.

## Direct links
- Book directly: https://inline.app/booking/-N_iRMV2BeMC_RCtV6jK:inline-live-3/-N_iRMgeZlEn9Le3bvp5 (through inline acting for the business)
- Phone: +60376228777
- Address: Ground Floor, 150, Jalan Petaling, 50000, Bandar Kuala Lumpur

## Nearby, also direct
Places near PS150 that take a booking or an order on their own website, with no marketplace in between.
- 俞岩YuYan (220 m): https://directindex.org/r/yuyantea.com

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list 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": "LocalBusiness",
  "name": "PS150",
  "url": "http://www.ps150.my/",
  "telephone": "+60376228777",
  "address": "Ground Floor, 150, Jalan Petaling, 50000, Bandar Kuala Lumpur",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 3.14099741,
    "longitude": 101.69813106
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://inline.app/booking/-N_iRMV2BeMC_RCtV6jK:inline-live-3/-N_iRMgeZlEn9Le3bvp5",
        "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.
- **Booking through inline on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
156 of 436 in Kuala Lumpur cafes and bars. Top 36% 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 | 89% | yes |
| Publish the menu or price list as HTML | 50% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 24% | no |
| Have an llms.txt | 37% | yes |

Nearest places in the index: Chocha Foodstore (C, 16 m, https://directindex.org/r/chochafoodstore.com); Kean Guan Tea Merchants (F, 26 m, https://directindex.org/r/kgtea.com); Old China Cafe (F, 94 m, https://directindex.org/r/oldchina.com.my); Attic Bar (F, 109 m, https://directindex.org/r/atticbarkl.com); Luckbros Kopi (D, 116 m, https://directindex.org/r/luckbros.co); Moontree House (F, 148 m, https://directindex.org/r/blogspot.com); Vintage 1988 (F, 213 m, https://directindex.org/r/vintage1988.com); 俞岩YuYan (C, 221 m, https://directindex.org/r/yuyantea.com); Niko Neko Matcha 2.0 (Chinatown) (D, 277 m, https://directindex.org/r/nikonekomatcha.com); Offnic Coffee (D, 293 m, https://directindex.org/r/offniccoffee.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.

Recommended when people ask: "Good cocktails tonight, and I want to reserve a table for four." (Gemini); "A quiet bar for a first date on Thursday evening. Can I book?" (Gemini)


Compared with its peers: Sites built with Wix 54% (31% A or B, 42583 sites); Sites using inline 70% (52% A or B, 310 sites); This site 53.8%.

See what an AI agent reads on this site: https://directindex.org/r/ps150.my/agent-view

## Named by Gemini for "Good cocktails tonight, and I want to reserve a table for four" and "A quiet bar for a first date on Thursday evening. Can I book?" in Kuala Lumpur cafes and bars, October 2026
- "Good cocktails tonight, and I want to reserve a table for four." (2026-10-23): Gemini with a link to this site. https://directindex.org/city/kuala-lumpur-cafes-bars/recommended/cocktails-four
- "A quiet bar for a first date on Thursday evening. Can I book?" (2026-10-23): Gemini with a link to this site. https://directindex.org/city/kuala-lumpur-cafes-bars/recommended/quiet-date
Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/ps150.my.svg

## Businesses like PS150 in Kuala Lumpur cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kuala Lumpur cafes and bars | 436 | 44% | 14% | 53.8% |
| Sites built with Wix in Kuala Lumpur cafes and bars | 30 | 57% | 13% | 53.8% |
| Sites using inline in Kuala Lumpur cafes and bars | 5 | 64% | 20% | 53.8% |
| Sites built with Wix and using inline in Kuala Lumpur cafes and bars | 2 | 55% | 0% | 53.8% |

The best of the sites using inline in Kuala Lumpur cafes and bars: Cafe Chef Wan (A 86.2%, https://directindex.org/r/cafechefwan.my); The Whisky Bar (C 64.6%, https://directindex.org/r/thewhiskybarkl.com); OneSixFive Lounge (C 61.5%, https://directindex.org/r/intercontinental.com); Imoment Café At Bangsar South (C 55.4%, https://directindex.org/r/imomentcafe.com).

With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 87.7%. That would be 7th of 436 in Kuala Lumpur cafes and bars, up from 156th.

## The direct record
What agents get for PS150, as JSON: https://directindex.org/api/direct/ps150.my
- Book: https://inline.app/booking/-N_iRMV2BeMC_RCtV6jK:inline-live-3/-N_iRMgeZlEn9Le3bvp5 (vendor on own site: inline; found by the scan of 2026-10-22, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +60376228777
- Stable links that count: https://directindex.org/go/ps150.my/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, inline: 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 | 0 | 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/ps150.my
- 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: no

Keep watching this business (https://directindex.org/r/ps150.my/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/ps150.my/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=ps150.my&force=1