The Direct Index
Report · Kuala Lumpur cafes and bars · scanned 2026-10-16

Kenny Hills Bakers & Bistro

kennyhillsbakers.com is hard for agents to use.

AI assistants cannot open the website of Kenny Hills Bakers & Bistro, so they rely on what other sites say about it.

Listed by OpenStreetMap.

Order directly: www.kennyhillsbakers.com/collections/same-day-delivery on the business's own site · Menu: www.kennyhillsbakers.com/pages/outlet-menu

See what an AI agent reads on this site →

46.2%

30 of 65 points available

–

agent-readiness level

3

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.

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.

Where it stands

How Kenny Hills Bakers & Bistro compares

Where it stands

36 of 60 in Kuala Lumpur cafes and bars

Top 60% of the sites scanned in this index. Just above: San Francisco Coffee D, Lokl Coffee Co D. Just below: Kopenhagen Coffee Kapas D, CoCo Fresh Tea & Juice F.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain70%yes
Publish the menu or price list as HTML80%yes
Let AI crawlers in (no edge block, no robots.txt block)90%no
Structured data with address, phone and hours20%no
Have an llms.txt20%no

The top tenth is the 10 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with Shopify 1,821 sites52%33%46.2%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Second Cup coffee_shop1.7 kmByes
Tap Room2.2 kmFno
Kanteen asian, italian, malaysian2.9 kmCno
VCR Mont Kiara3.0 kmCno
ACE Corner3.1 kmDno
Gong Cha bubble_tea3.1 kmDno
San Francisco Coffee3.3 kmDno
Gigi Coffee3.3 kmFno
Lokl Coffee Co3.5 kmDno
Gua Cafe western, coffee_shop, organic3.5 kmBno
Businesses like yours

Businesses like Kenny Hills Bakers & Bistro in Kuala Lumpur cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Kuala Lumpur cafes and bars6049%22%46.2%
Sites built with Shopify in Kuala Lumpur cafes and bars635%0%46.2%

The best of the sites built with Shopify in Kuala Lumpur cafes and bars

The Coffee Bean & Tea Leaf D 50% · Kopenhagen Coffee Kapas D 46.2% · Lachér to-go F 35.4% · Gloria Jean's F 20% · Machi machi F 12.3%

The climb

With the two fixes above (The site turns every visitor without a browser away, AI agents included; Structured data is incomplete) the score would be about 95.4%: first of 60 in Kuala Lumpur cafes and bars.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

Findings

What to fix first

  1. The site turns every visitor without a browser away, AI agents included +25 points

    A plain fetch was refused (cloudflare_challenge); only a real browser got the page. Every AI crawler and agent is turned away the same way, so Reachable scores 0 and the rest is measured on the rendered page. Ask the host to let the AI user agents through. How to fix it

  2. Structured data is incomplete +7 points

    Missing: address, 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

Send the fixes to your web person

One email, the fixes and the link; nothing stored.

No one is listed yet to fix this in Kuala Lumpur cafes and bars. List your agency or yourself: free, reviewed by hand.

Already right

Builder: shopify · Front: cloudflare · A plain fetch got cloudflare_challenge; a real browser got the page, so the scan continues on the rendered page.

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.

Where to paste it on Shopify: Online Store, then the three-dot menu on the theme, then Edit code; paste it in the theme's layout file, inside the head. the official help page.

Show the code 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. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Kenny Hills Bakers & Bistro",
  "url": "https://www.kennyhillsbakers.com/",
  "telephone": "+603 6206 4111",
  "email": "contact@kennyhillsbakers.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Taman Tunku",
    "postalCode": "50480",
    "addressLocality": "Kuala Lumpur"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 3.1743342,
    "longitude": 101.6792935
  },
  "openingHours": "Mo-Su 08:00-19:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "08:00",
      "closes": "19:00"
    }
  ],
  "servesCuisine": [
    "pasta",
    "breakfast",
    "burger",
    "pizza",
    "sandwich",
    "salad"
  ],
  "hasMenu": "https://www.kennyhillsbakers.com/pages/outlet-menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.kennyhillsbakers.com/collections/same-day-delivery",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
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 · Dispute a check

Keep watching this business: the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant and the places nearby; 5 EUR once. Reading and scanning stay free; these few euros pay for the questions sent to the assistants and for the servers.

Show the score

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

Agent-Direct Score D

<a href="https://directindex.org/r/kennyhillsbakers.com"><img src="https://directindex.org/badge/kennyhillsbakers.com.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Kenny Hills Bakers & Bistro

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/kennyhillsbakers.com, through the MCP tool direct_record and in the city feed /city/kuala-lumpur-cafes-bars/direct.json.

PathLinkStatus
Booknone on record
Orderwww.kennyhillsbakers.com/collections/same-day-delivery own sitefound by the scan of 2026-10-16, not yet tested
Menuwww.kennyhillsbakers.com/pages/outlet-menu html_pagefrom the scan
HoursMo-Su 08:00-19:00 (closed now)from OpenStreetMap
Phone+603 6206 4111

Stable links that count: /go/kennyhillsbakers.com/order, /go/kennyhillsbakers.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.

Transactable

Can an agent transact?

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
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

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

Agent readiness

Not measured

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.

JSON-LD for the businessyes