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 →
30 of 65 points available
agent-readiness level
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.
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.
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 does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 70% | yes |
| Publish the menu or price list as HTML | 80% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 90% | no |
| Structured data with address, phone and hours | 20% | no |
| Have an llms.txt | 20% | no |
The top tenth is the 10 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Shopify 1,821 sites | 52% | 33% | 46.2% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Second Cup coffee_shop | 1.7 km | B | yes |
| Tap Room | 2.2 km | F | no |
| Kanteen asian, italian, malaysian | 2.9 km | C | no |
| VCR Mont Kiara | 3.0 km | C | no |
| ACE Corner | 3.1 km | D | no |
| Gong Cha bubble_tea | 3.1 km | D | no |
| San Francisco Coffee | 3.3 km | D | no |
| Gigi Coffee | 3.3 km | F | no |
| Lokl Coffee Co | 3.5 km | D | no |
| Gua Cafe western, coffee_shop, organic | 3.5 km | B | no |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kuala Lumpur cafes and bars | 60 | 49% | 22% | 46.2% |
| Sites built with Shopify in Kuala Lumpur cafes and bars | 6 | 35% | 0% | 46.2% |
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%
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.
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
Missing: address, telephone, opening hours. How to fix it
Check that the provider keeps you as the merchant of record. How to fix it
No one is listed yet to fix this in Kuala Lumpur cafes and bars. List your agency or yourself: free, reviewed by hand.
Builder: shopify · Front: cloudflare · A plain fetch got cloudflare_challenge; a real browser got the page, so the scan continues on the rendered page.
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.
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>
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.
The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.
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.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | www.kennyhillsbakers.com/collections/same-day-delivery own site | found by the scan of 2026-10-16, not yet tested |
| Menu | www.kennyhillsbakers.com/pages/outlet-menu html_page | from the scan |
| Hours | Mo-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.
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.
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 business | yes |