# Quality Cafe: Agent-Direct Score B (73.8%)

Site: http://www.qualityhotelmarlow.com.sg
Report: https://directindex.org/r/about.travel
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.)
Quality Cafe is mostly ready for agents.
An AI assistant can open Quality Cafe'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 on the site.

## Direct links
- Book directly: https://about.travel/singapore/universal-studios-singapore/ (on the business's own site)
- Order directly: https://about.travel/thailand/hua-hin/ (on the business's own site)
- Phone: 6233 6363
- Address: 101-201 Balestier Road, Singapore
- WhatsApp: a link on the site

## Nearby, also direct
Places near Quality Cafe that take a booking or an order on their own website, with no marketplace in between.
- Lotus Vegetarian (0 m): https://directindex.org/r/lotusvegetarian.sg
- Founder Bak Kut Teh (520 m): https://directindex.org/r/founderbkt.com.sg
- Queen of Wok (560 m): https://directindex.org/r/queenofwok.com
- Qian Xi (Farrer Park) Restaurant (560 m): https://directindex.org/r/qianxi.com.sg
- Lam's (760 m): https://directindex.org/r/lamskitchen.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 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
- **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
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Quality Cafe",
  "url": "http://www.qualityhotelmarlow.com.sg",
  "telephone": "6233 6363",
  "address": "101-201 Balestier Road, Singapore",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.3199804314270893,
    "longitude": 103.85262172674858
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://about.travel/singapore/universal-studios-singapore/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://about.travel/thailand/hua-hin/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Quality Cafe

> organization (chinese) in 101-201 Balestier Road, Singapore, Singapore. Phone 6233 6363.

## Book or order directly

- Book: https://about.travel/singapore/universal-studios-singapore/ (on the business's own site)
- Order: https://about.travel/thailand/hua-hin/ (on the business's own site)

## About

- Website: http://www.qualityhotelmarlow.com.sg
- 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 (Organization).** no address, phone or hours in it
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
660 of 2660 in Singapore. Top 25% 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 | 89% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes |
| Structured data with address, phone and hours | 53% | no |
| Have an llms.txt | 49% | no |

Nearest places with a similar menu: Lotus Vegetarian (A, 3 m, https://directindex.org/r/lotusvegetarian.sg); Founder Bak Kut Teh (B, 515 m, https://directindex.org/r/founderbkt.com.sg); Queen of Wok (A, 556 m, https://directindex.org/r/queenofwok.com); Qian Xi (Farrer Park) Restaurant (B, 561 m, https://directindex.org/r/qianxi.com.sg); Choon Seng Teochew Porridge (F, 625 m, https://directindex.org/r/bestfoody.com); Lam's (C, 758 m, https://directindex.org/r/lamskitchen.com); Jia He Grand Chinese Restaurant (B, 815 m, https://directindex.org/r/jiahe.com.sg); 88 Hong Kong Roast Meat Specialist (F, 951 m, https://directindex.org/r/qashiereats.com); Wee Nam Kee (F, 1025 m, https://directindex.org/r/wnk.com.sg); Nara (D, 1041 m, https://directindex.org/r/narajapanese.sg).

## 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 22 everyday questions about Singapore and named 159 places. Quality Cafe wasn't one of them. See who was named: https://directindex.org/city/singapore/recommended


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

## Businesses like Quality Cafe in Singapore

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Singapore | 2660 | 54% | 34% | 73.8% |

The best of the businesses of the same kind in Singapore: Akasa | Indian Restaurant Singapore (A 100%, https://directindex.org/r/akasa.sg); Alaturka (A 100%, https://directindex.org/r/alaturka.com.sg); Alijiang (A 100%, https://directindex.org/r/alijiang.com.sg); Armoury Steaks and Craft Beer (A 100%, https://directindex.org/r/armourysteaks.com); Artemis Grill and Sky Bar (A 100%, https://directindex.org/r/artemisgrill.com.sg).

With the two fixes above (Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 48th of 2,660 in Singapore, up from 660th.

## The direct record
What agents get for Quality Cafe, as JSON: https://directindex.org/api/direct/about.travel
- Book: https://about.travel/singapore/universal-studios-singapore/ (own site; found by the scan of 2026-10-22, not yet tested)
- Order: https://about.travel/thailand/hua-hin/ (own site; found by the scan of 2026-10-22, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: 6233 6363
- Stable links that count: https://directindex.org/go/about.travel/book, https://directindex.org/go/about.travel/order

## 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

Found one hop past the home page: contact page /: ordering link (own domain).

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 15 | 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/about.travel
- 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: yes
- 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/about.travel/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/about.travel/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=about.travel&force=1