Ong Lai Kopitiam
onglaikopitiam.co.uk is hard for agents to use.
See what an AI agent reads on this site →
33 of 65 points available
agent-readiness level, Basic Web Presence
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.
What to fix first
- No booking or ordering path at all +15 points
Agents have nothing to act on. Add a booking or ordering page on your own domain. How to fix it
- Structured data is incomplete +7 points
Missing: address, telephone, opening hours. How to fix it
- No menu or price list found +7 points
Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. How to fix it
- No llms.txt no points, still worth doing
Optional today, cheap to add: a short text file describing the business for language models. How to fix it
No one is listed yet to fix this in London. List your agency or yourself: free, reviewed by hand.
Already right
- robots.txt lets AI crawlers in No rule blocks the key AI user agents.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- Structured data present (LocalBusiness) but without address, phone or hours
Builder: squarespace · Front: cloudflare
What to paste
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on squarespace 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. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Restaurant",
"name": "Ong Lai Kopitiam",
"url": "https://www.onglaikopitiam.co.uk/home",
"address": {
"@type": "PostalAddress",
"streetAddress": "Harbord Square 10",
"postalCode": "E14 9TH",
"addressLocality": "London"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 51.5025061,
"longitude": -0.0106288
},
"servesCuisine": [
"malaysian"
]
}
</script>
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Ong Lai Kopitiam > restaurant (malaysian) in Harbord Square 10 E14 9TH London, London. ## About - Website: https://www.onglaikopitiam.co.uk/home - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
1,853 of 3,575 in London
Top 52% of the sites scanned in this index. Just above: Nepal Authentic Dining D, Number 12 D. Just below: Oriental D, Pizza Vics' D.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 99% | no |
| Publish the menu or price list as HTML | 86% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 93% | yes |
| Structured data with address, phone and hours | 53% | no |
| Have an llms.txt | 26% | no |
The top tenth is the 367 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Squarespace 6,916 sites | 64% | 46% | 50.8% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Beam | 49 m | B | yes |
| Roe | 323 m | B | yes |
| Scarpetta italian | 480 m | B | yes |
| Il Bianco italian | 551 m | C | yes |
| Ole & Steen | 603 m | F | no |
| Chai Ki | 628 m | B | yes |
| Obica italian, pizza | 667 m | B | yes |
| Ippudo ramen | 668 m | B | no |
| Sticks 'n' Sushi | 678 m | B | yes |
| Barbarella italian | 718 m | A | yes |
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. 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 |
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.
Show the score
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/onglaikopitiam.co.uk"><img src="https://directindex.org/badge/onglaikopitiam.co.uk.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
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.
Deep report Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.