kcg.ae is mostly ready for agents.
Listed by Overture Maps.
Ways to reach Kelly's Cajun Grill directly, with no marketplace in between. Checked 2026-10-18. On the business's own site. Report a mistake
مول الامارات - Sheikh Zayed Rd, 182956, دبي · +97142347166
An AI assistant can open Kelly's Cajun Grill's website. What Kelly's Cajun Grill offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly on the site.
52 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.
Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.
The assistants were asked 12 everyday questions about Dubai and named 67 places. Kelly's Cajun Grill wasn't one of them. See who was named →
Top 13% of the sites scanned in this index. Just above: Depachika Food Hall by Dubai Retail B, Jaleo by José Andrés B. Just below: MYATA Platinum B, ODEON Restaurant, Market & Catering B.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 90% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | yes |
| Structured data with address, phone and hours | 50% | no |
| Have an llms.txt | 31% | no |
The top 10% are the 169 highest-scoring reachable sites in the index at the last update.
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| مطعم تيشيلي middle_eastern | 37 m | D | no |
| Black Tap Craft Burgers & Shakes burger | 148 m | C | no |
| Din Tai Fung chinese | 196 m | F | no |
| Woodchuck Chicken chicken | 224 m | F | no |
| Bombay Chowpatty indian | 236 m | D | no |
| Vera Versilia | 237 m | D | yes |
| OAnjo - Sheraton Mall of the Emirates portuguese | 294 m | D | no |
| Umami japanese | 298 m | D | no |
| Besh Turkish Kitchen turkish | 303 m | B | no |
| XU Dubai chinese | 343 m | B | yes |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Dubai | 1,620 | 49% | 25% | 80% |
Al Fanar Restaurant & Café A 100% · Bada Bing Sourdough Bakehouse & Pizzeria A 100% · Bar Du Port Dubai A 100% · Bawarchi Indian Restaurant JVC A 100% · Bisou Restaurant Dubai A 100%
With the three fixes above (Structured data is incomplete; No working HTTPS; Menu or price list is a PDF), the score would be about 95.4%. That would be 34th of 1,620 in Dubai, up from 205th.
Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.
Missing: telephone, opening hours. How to fix it
The page is only served over plain http. Browsers and agents rank it lower or refuse it.
Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. How to fix it
Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it
The site shows +97143413223, but OpenStreetMap or Overture Maps lists +97142347166. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.
No one is listed yet to fix this in Dubai. List your agency or yourself. It's free, and every listing is reviewed by hand.
Builder: unknown · Front: cloudflare
Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on your builder.
Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Kelly's Cajun Grill",
"url": "http://www.kcg.ae/",
"telephone": "+97142347166",
"address": "مول الامارات - Sheikh Zayed Rd, 182956, دبي",
"geo": {
"@type": "GeoCoordinates",
"latitude": 25.1178726,
"longitude": 55.20082193
},
"potentialAction": [
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://order.kcg.ae/",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Kelly's Cajun Grill > organization (cajun and creole) in مول الامارات - Sheikh Zayed Rd, 182956, دبي, Dubai. Phone +97142347166. ## Book or order directly - Order: https://order.kcg.ae/ (on the business's own site) - Menu: http://www.kcg.ae/pdf/Menu.pdf ## About - Website: http://www.kcg.ae/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.
Rescan now · Markdown · Dispute a check
Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
The direct record agents get for this business, the rails an agent 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/kcg.ae, through the MCP tool direct_record and in the city feed /city/dubai/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | order.kcg.ae/ own site | found by the scan of 2026-10-18, not yet tested |
| Menu | www.kcg.ae/pdf/Menu.pdf pdf | from the scan |
| Hours | none on record | |
| Phone | +97142347166 |
Stable links that count: /go/kcg.ae/order, /go/kcg.ae/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 |
These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | yes |