# Kenny Hills Bakers & Bistro: Agent-Direct Score D (46.2%)

Site: https://www.kennyhillsbakers.com/
Report: https://directindex.org/r/kennyhillsbakers.com
Scanned: 2026-10-16 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Kenny Hills Bakers & Bistro 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.

## Direct links
- Order directly: https://www.kennyhillsbakers.com/collections/same-day-delivery (on the business's own site)
- Menu: https://www.kennyhillsbakers.com/pages/outlet-menu
- Phone: +603 6206 4111

## What to fix first
- **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. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Booking through an unrecognised third party.** (no points, still worth doing) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website

## Fix kit: What 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.

```html
<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>
```

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.
- **Structured data present (Organization).** but without address, phone or hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
36 of 60 in Kuala Lumpur cafes and bars. Top 60% of the sites scanned in this index.

| 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 |

Nearest places in the index: Second Cup (B, 1690 m, https://directindex.org/r/secondcup.com); Tap Room (F, 2185 m, https://directindex.org/r/rhombusconnexion.com); Kanteen (C, 2916 m, https://directindex.org/r/kanteenlife.com); VCR Mont Kiara (C, 3040 m, https://directindex.org/r/vcr.my); ACE Corner (D, 3097 m, https://directindex.org/r/acecafekualalumpur.com.my); Gong Cha (D, 3101 m, https://directindex.org/r/gong-cha.com); San Francisco Coffee (D, 3251 m, https://directindex.org/r/sfcoffee.com); Gigi Coffee (F, 3254 m, https://directindex.org/r/gigicoffee.com); Lokl Coffee Co (D, 3519 m, https://directindex.org/r/loklcoffee.com); Gua Cafe (B, 3546 m, https://directindex.org/r/guakl.com).

## What assistants answer
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.

Against its peers: Sites built with Shopify 52% (33% A or B, 1821 sites); This site 46.2%.

See what an AI agent reads on this site: https://directindex.org/r/kennyhillsbakers.com/agent-view

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

| 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 best of the sites built with Shopify in Kuala Lumpur cafes and bars: The Coffee Bean & Tea Leaf (D 50%, https://directindex.org/r/coffeebean.com); Kopenhagen Coffee Kapas (D 46.2%, https://directindex.org/r/kopenhagencoffee.com); Lachér to-go (F 35.4%, https://directindex.org/r/lacherpatisserie.com); Gloria Jean's (F 20%, https://directindex.org/r/gloriajeans.com); Machi machi (F 12.3%, https://directindex.org/r/machitea.com).

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.

## The direct record
What agents get for Kenny Hills Bakers & Bistro, as JSON: https://directindex.org/api/direct/kennyhillsbakers.com
- Book: none on record
- Order: https://www.kennyhillsbakers.com/collections/same-day-delivery (own site; found by the scan of 2026-10-16, not yet tested)
- Menu: https://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: https://directindex.org/go/kennyhillsbakers.com/order, https://directindex.org/go/kennyhillsbakers.com/menu

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- 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.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 15 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/kennyhillsbakers.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/kennyhillsbakers.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. Reading and scanning stay free; these few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=kennyhillsbakers.com&force=1