fivestarcaterers.co.uk is largely invisible to agents.
See what an AI agent reads on this site →
25 of 65 points available
agent-readiness level, Not Ready
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.
Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it
Agents have nothing to act on. Add a booking or ordering page on your own domain. How to fix it
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
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 cafes and bars. List your agency or yourself: free, reviewed by hand.
Builder: shopify · Front: cloudflare
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.
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": "Brew Street Cafe & Bar at Timber Lodge",
"url": "https://www.fivestarcaterers.co.uk/",
"address": {
"@type": "PostalAddress",
"streetAddress": "Honour Lea Avenue",
"postalCode": "E20 1DY",
"addressLocality": "London"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 51.5474662,
"longitude": -0.0150784
},
"openingHours": "Su-Th 09:00-18:00; Fr,Sa 09:00-20:00",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Sunday",
"Monday",
"Tuesday",
"Wednesday",
"Thursday"
],
"opens": "09:00",
"closes": "18:00"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Friday",
"Saturday"
],
"opens": "09:00",
"closes": "20:00"
}
],
"servesCuisine": [
"coffee shop",
"pizza"
]
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Brew Street Cafe & Bar at Timber Lodge > cafe or coffee shop (coffee shop, pizza) in Honour Lea Avenue E20 1DY London, London cafes and bars. ## Opening hours Su-Th 09:00-18:00; Fr,Sa 09:00-20:00 ## About - Website: https://www.fivestarcaterers.co.uk/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 60% of the sites scanned in this index. Just above: Boost Juice F, Brave New World F. Just below: Cafe Oto F, Cafe Plum F.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 96% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 93% | yes |
| Structured data with address, phone and hours | 56% | no |
| Have an llms.txt | 13% | no |
The top tenth is the 291 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Shopify 1,336 sites | 61% | 36% | 38.5% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Bad Coffee coffee_shop | 836 m | D | no |
| Simmos coffee_shop | 1.2 km | D | no |
| The View Tube café coffee_shop | 1.4 km | A | yes |
| Sawmill Cafe coffee_shop | 1.6 km | B | no |
| Bread & Oregano coffee_shop | 1.8 km | B | yes |
| 46b Espresso Hut coffee_shop | 1.9 km | F | no |
| Nunnery Café coffee_shop | 2.1 km | D | no |
| A.F/P Coffee Shop coffee_shop | 2.1 km | D | no |
| La Camionera coffee_shop | 2.2 km | C | yes |
| Well Street Kitchen coffee_shop, salad, burger | 2.3 km | D | no |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in London cafes and bars | 2,869 | 44% | 31% | 38.5% |
| Built with Shopify in London cafes and bars | 66 | 65% | 44% | 38.5% |
Kipferl Cafe & Kitchen A 96.3% · Peggy Porschen Belgravia A 90.8% · Kybelle A 90% · Soho Grind A 87.7% · The Bike Shed A 86.2%
With the three fixes above (No structured data for the business; No booking or ordering path at all; No menu or price list found) the score would be about 95.4%: 17th of 2,869 in London cafes and bars, up from 1711th.
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
No direct path on record: the scan of 2026-10-14 found no booking or ordering link on fivestarcaterers.co.uk or on a vendor's site. The same record is served as JSON at /api/direct/fivestarcaterers.co.uk, through the MCP tool direct_record and in the city feed /city/london-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | Su-Th 09:00-18:00; Fr,Sa 09:00-20:00 (closed now) | from OpenStreetMap |
| Phone | none on record |
Owners: claim the business below to correct this record; the claim email carries the link.
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 | no how |
| AI bot rules in robots.txt | no how |
| 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 | no |
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.
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/fivestarcaterers.co.uk"><img src="https://directindex.org/badge/fivestarcaterers.co.uk.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
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.