# Beng Thin Hoon Kee Restaurant: Agent-Direct Score D (53.4%)

Site: https://bengthin.com/
Report: https://directindex.org/r/bengthin.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.)
Beng Thin Hoon Kee Restaurant is hard for agents to use.

## Direct links
- Book directly: https://inline.app/booking/-NZ9gsCH_O5A8DufDLhh:inline-live-3/-NZ9gsOr9dh7iflyUDR3 (through inline acting for the business)
- Menu: https://bengthin.com/wp-content/uploads/2026/05/%E7%88%B6-%E4%BA%B2-%E8%8A%82-%E5%A5%97-%E9%A4%90-2-3-pax2026-PDF.pdf
- Phone: +65 65337708

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). 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
- **The server turns AI crawlers away at the door.** (+3.3 points) Live fetches as GPTBot (http_429) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **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": "Restaurant",
  "name": "Beng Thin Hoon Kee Restaurant",
  "url": "https://bengthin.com/",
  "telephone": "+65 65337708",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Chulia Street 65",
    "postalCode": "049513",
    "addressLocality": "Singapore"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.2848363,
    "longitude": 103.8492321
  },
  "openingHours": "11:00-15:00, 18:00-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "11:00",
      "closes": "15:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "18:00",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "chinese"
  ],
  "acceptsReservations": "https://inline.app/booking/-NZ9gsCH_O5A8DufDLhh:inline-live-3/-NZ9gsOr9dh7iflyUDR3",
  "hasMenu": "https://bengthin.com/wp-content/uploads/2026/05/%E7%88%B6-%E4%BA%B2-%E8%8A%82-%E5%A5%97-%E9%A4%90-2-3-pax2026-PDF.pdf",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://inline.app/booking/-NZ9gsCH_O5A8DufDLhh:inline-live-3/-NZ9gsOr9dh7iflyUDR3",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Beng Thin Hoon Kee Restaurant

> restaurant (chinese) in Chulia Street 65 049513 Singapore, Singapore. Phone +65 65337708.

## Book or order directly

- Book: https://inline.app/booking/-NZ9gsCH_O5A8DufDLhh:inline-live-3/-NZ9gsOr9dh7iflyUDR3 (through inline acting for the business)
- Menu: https://bengthin.com/wp-content/uploads/2026/05/%E7%88%B6-%E4%BA%B2-%E8%8A%82-%E5%A5%97-%E9%A4%90-2-3-pax2026-PDF.pdf

## Opening hours

11:00-15:00, 18:00-22:00

## About

- Website: https://bengthin.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.** No rule blocks the key AI user agents.
- **Booking through inline on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
304 of 571 in Singapore. Top 53% 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 | 88% | yes |
| Publish the menu or price list as HTML | 97% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | no |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 28% | no |

Nearest places with a similar menu: 张亮麻辣烫 (F, 224 m, https://directindex.org/r/zlmlt.com); Wo Peng Cuisine 和平宴香港粵菜 (C, 536 m, https://directindex.org/r/wopeng.com.sg); LITTLE SHEEP (D, 546 m, https://directindex.org/r/littlesheep.com); TungLok Signatures (B, 582 m, https://directindex.org/r/tungloksignatures.com); Yum Cha Chinatown (A, 628 m, https://directindex.org/r/yumcha.com.sg); Eight Treasures Vegetarian (F, 663 m, https://directindex.org/r/8treasuresgroup.sg); Imperial Treasure Windows of Hong Kong (D, 677 m, https://directindex.org/r/imperialtreasure.com); 同心居 Special Shanghai Tim-Sum (F, 717 m, https://directindex.org/r/tongxinju.com.sg); Jing Hua Xiao Chi (D, 842 m, https://directindex.org/r/jinghua.sg); Chug Chug (F, 1000 m, https://directindex.org/r/expireddomains.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 WordPress 58% (29% A or B, 36926 sites); This site 53.4%.

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

## Businesses like Beng Thin Hoon Kee Restaurant in Singapore

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Singapore | 571 | 49% | 34% | 53.4% |
| Built with WordPress in Singapore | 197 | 66% | 52% | 53.4% |
| Using inline in Singapore | 15 | 68% | 40% | 53.4% |
| Built with WordPress and using inline in Singapore | 13 | 69% | 46% | 53.4% |

The best of Built with WordPress and using inline in Singapore: Pasta Brava (B 78.5%, https://directindex.org/r/pastabrava.com.sg); Suk's Thai Kitchen (B 78.5%, https://directindex.org/r/suksthaikitchen.com.sg); Sushi Sato (B 78.5%, https://directindex.org/r/sushi-sato.com); Viet'Spice - Circular Rd (B 76.9%, https://directindex.org/r/vietspice.sg); Wok Palace (B 76.9%, https://directindex.org/r/wokpalace.com.sg).

With the three fixes above (No structured data for the business; The server turns AI crawlers away at the door; Menu or price list is a PDF) the score would be about 84.6%: 41st of 571 in Singapore, up from 304th.

## The direct record
What agents get for Beng Thin Hoon Kee Restaurant, as JSON: https://directindex.org/api/direct/bengthin.com
- Book: https://inline.app/booking/-NZ9gsCH_O5A8DufDLhh:inline-live-3/-NZ9gsOr9dh7iflyUDR3 (vendor on own site: inline; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: https://bengthin.com/wp-content/uploads/2026/05/%E7%88%B6-%E4%BA%B2-%E8%8A%82-%E5%A5%97-%E9%A4%90-2-3-pax2026-PDF.pdf (pdf; from the scan)
- Hours: 11:00-15:00, 18:00-22:00 (open now) (from OpenStreetMap)
- Phone: +65 65337708
- Stable links that count: https://directindex.org/go/bengthin.com/book, https://directindex.org/go/bengthin.com/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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured
- Vendor terms for agents, inline: Not stated. The terms say nothing about automated use, could not be read on the date given, or the vendor has not been researched yet.

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 19.7 | 25 |
| Readable | 5 | 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/bengthin.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: 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/bengthin.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=bengthin.com&force=1