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

Cafe Mary Grace

marygracecafe.sg is mostly ready for agents.

Book directly: inline.app/booking/-OoOOb11k5J0MXXFNO7m:inline-live-4/-OoOOb through inline acting for the business · Order directly: marygracecafe.sg/products/double-chocolate-brownies on the business's own site

See what an AI agent reads on this site →

B
81.3%

65 of 80 points available

1/5

agent-readiness level, Basic Web Presence

2

things to fix

Action test, 2026-10-14: completed, an agent can reach the step before confirming. Items with prices and add-to-cart controls are on the page, so an agent can build an order.

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

Findings

What to fix first

  1. Structured data is incomplete +7 points

    Missing: address, telephone, opening hours. How to fix it

  2. Menu or price list lives on another site +5 points

    The link points to linktr.ee, so the credit and the traffic go there. 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: shopify · 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 shopify 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; add priceRange if you like. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Cafe Mary Grace",
  "url": "https://marygracecafe.sg/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Tras Street 52",
    "postalCode": "078991"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.2780202,
    "longitude": 103.8442713
  },
  "openingHours": "Tu-Su 09:00-18:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "09:00",
      "closes": "18:00"
    }
  ],
  "acceptsReservations": "https://inline.app/booking/-OoOOb11k5J0MXXFNO7m:inline-live-4/-OoOObBALu3ScjuUYES9",
  "hasMenu": "https://linktr.ee/cafemarygracesg",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://inline.app/booking/-OoOOb11k5J0MXXFNO7m:inline-live-4/-OoOObBALu3ScjuUYES9",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://marygracecafe.sg/products/double-chocolate-brownies",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
Where it stands

21 of 297 in Singapore cafes and bars

Top 7% of the sites scanned in this index. Just above: PS. Cafe by the Sea B, brwd / KINN B. Just below: Caffe Fernet B, The Coffee Bean & Tea Leaf 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%yes

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 Shopify 1,336 sites61%36%81.3%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Bam Tapas Sake Bar39 mFno
Leopold austrian73 mFno
ReStore106 mFno
太平洋咖啡 coffee_shop172 mFno
Japan Rail Cafe214 mByes
The Nourish Co.218 mDno
Kreams Café mediterranean227 mByes
Ma Cuisine269 mByes
May Wong's Cafe284 mByes
Bread & Hearth Artisinal Bakery Cafe369 mDno
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.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownyes
llms.txtyes
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryyes
OAuth protected resource metadatayes
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageyes
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/marygracecafe.sg"><img src="https://directindex.org/badge/marygracecafe.sg.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.