bengthin.com is hard for agents to use.
Book directly: inline.app/booking/-NZ9gsCH_O5A8DufDLhh:inline-live-3/-NZ9gs through inline acting for the business · Menu: bengthin.com/wp-content/uploads/2026/05/%E7%88%B6-%E4%BA%B2-
See what an AI agent reads on this site →
34.7 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.
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. How to fix it
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. How to fix it
Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. How to fix it
Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. How to fix it
Optional today, cheap to add: a short text file describing the business for language models. How to fix it
No one is listed yet to fix this in Singapore. List your agency or yourself: free, reviewed by hand.
Builder: wordpress · Front: cloudflare · Cloudflare in front; AI crawlers blocked at the edge
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on wordpress is in the guides.
One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.
<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>
Save as /llms.txt at the root of the site. Guide.
# 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.
Top 53% of the sites scanned in this index. Just above: Tang Tea House D, XiaoLongKan D. Just below: Casuarina Curry D, KNS Restaurant D.
| 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 |
The top tenth is the 58 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 36,926 sites | 58% | 29% | 53.4% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| 张亮麻辣烫 chinese, malatang | 224 m | F | no |
| Wo Peng Cuisine 和平宴香港粵菜 chinese, cantonese | 536 m | C | no |
| LITTLE SHEEP chinese, hot_pot | 546 m | D | no |
| TungLok Signatures chinese | 582 m | B | yes |
| Yum Cha Chinatown chinese, dim_sum | 628 m | A | yes |
| Eight Treasures Vegetarian chinese | 663 m | F | no |
| Imperial Treasure Windows of Hong Kong chinese | 677 m | D | no |
| 同心居 Special Shanghai Tim-Sum chinese | 717 m | F | no |
| Jing Hua Xiao Chi chinese | 842 m | D | no |
| Chug Chug chinese | 1.0 km | F | no |
| 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% |
Pasta Brava B 78.5% · Suk's Thai Kitchen B 78.5% · Sushi Sato B 78.5% · Viet'Spice - Circular Rd B 76.9% · Wok Palace B 76.9%
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.
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/bengthin.com, through the MCP tool direct_record and in the city feed /city/singapore/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | inline.app/booking/-NZ9gsCH_O5A8DufDLhh:inline-live-3/-NZ9gs vendor on own site: inline | found by the scan of 2026-10-14, not yet tested |
| Order | none on record | |
| Menu | bengthin.com/wp-content/uploads/2026/05/%E7%88%B6-%E4%BA%B2- pdf | from the scan |
| Hours | 11:00-15:00, 18:00-22:00 (open now) | from OpenStreetMap |
| Phone | +65 65337708 |
Stable links that count: /go/bengthin.com/book, /go/bengthin.com/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.
Owners: claim the business below to correct this record; the claim email carries the link.
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| 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, read | Not stated |
Not measured at this scan; the next scan measures it.
The terms say nothing about automated use, could not be read on the date given, or the vendor has not been researched yet. About inline · all vendors.
The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.
The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | no |
Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.
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.
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/bengthin.com"><img src="https://directindex.org/badge/bengthin.com.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.
Deep report 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.