The Direct Index
Report · Singapore cafes and bars · scanned 2026-10-14

PS. Cafe by the Sea

pscafe.com is mostly ready for agents.

Order directly: store.pscafe.com/collections/homemade-cakes on the business's own site

See what an AI agent reads on this site →

B
82.5%

66 of 80 points available

1/5

agent-readiness level, Basic Web Presence

4

things to fix

Action test, 2026-10-14: completed, an agent can reach the step before confirming. A Shopify widget renders on the page and can be used without a login.

Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.

Findings

What to fix first

  1. Menu or price list is an image +6 points

    Agents cannot read it. Publish it as text. How to fix it

  2. Structured data is incomplete +5 points

    Missing: telephone, opening hours. How to fix it

  3. Booking through an unrecognised third party no points, still worth doing

    Check that the provider keeps you as the merchant of record. How to fix it

  4. No llms.txt no points, still worth doing

    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 cafes and bars. List your agency or yourself: free, reviewed by hand.

Already right

Builder: squarespace · Front: cloudflare

Fix kit

What to paste

Filled from the business's own record and this scan. Check every line before it goes live; where it goes on squarespace is in the guides.

Structured data (JSON-LD)

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": "CafeOrCoffeeShop",
  "name": "PS. Cafe by the Sea",
  "url": "https://www.pscafe.com/",
  "telephone": "+65 6708 9288",
  "email": "concierge@pscafe.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "East Coast Parkway 1110",
    "postalCode": "449880",
    "addressLocality": "Singapore",
    "addressCountry": "SG"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.3041866,
    "longitude": 103.9243314
  },
  "openingHours": "09:30-23:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "09:30",
      "closes": "23:00"
    }
  ],
  "hasMenu": "https://images.squarespace-cdn.com/content/v1/5326c064e4b011eeaa057a38/1684415106308-2GY5TIQGUS4VZITPRE0G/image-asset.jpeg",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://store.pscafe.com/collections/homemade-cakes",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# PS. Cafe by the Sea

> cafe or coffee shop in East Coast Parkway 1110 449880 Singapore, Singapore cafes and bars. Phone +65 6708 9288.

## Book or order directly

- Order: https://store.pscafe.com/collections/homemade-cakes (on the business's own site)
- Menu: https://images.squarespace-cdn.com/content/v1/5326c064e4b011eeaa057a38/1684415106308-2GY5TIQGUS4VZITPRE0G/image-asset.jpeg

## Opening hours

09:30-23:00

## About

- Website: https://www.pscafe.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Where it stands

19 of 297 in Singapore cafes and bars

Top 6% of the sites scanned in this index. Just above: Tanamera Coffee B, Kreams Café B. Just below: brwd / KINN B, Cafe Mary Grace B.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain97%yes
Publish the menu or price list as HTML73%no
Let AI crawlers in (no edge block, no robots.txt block)100%yes
Structured data with address, phone and hours13%no
Have an llms.txt47%no

The top tenth is the 30 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with Squarespace 6,916 sites64%46%82.5%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Georges Beach Club1.1 kmFno
Oh Deli1.5 kmDno
The Brewing Ground1.9 kmByes
Chin Mee Chin Confectionery coffee_shop1.9 kmBno
St. Marc2.0 kmFno
Boost Juice juice2.1 kmDno
Tim Hortons coffee_shop2.2 kmFno
Fresh Fruits Lab2.3 kmFno
Rabbit Carrot Gun2.4 kmFno
Cafe Moshikomu by Hello Human western, pasta2.5 kmCyes
Agent readiness

Level 1 of 5, Basic Web Presence

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 homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessyes
Assistants

What assistants answer

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.

Badge

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score B

<a href="https://directindex.org/r/pscafe.com"><img src="https://directindex.org/badge/pscafe.com.svg" alt="Agent-Direct Score B" width="236" height="40"></a>
Owners

Own this business?

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.

Rescan now Markdown

Send the fixes to your web person
One email, the fixes and the link; nothing stored.