starhotels.com is partly visible to agents.
Book directly: collezione.starhotels.com/min/b=assets/js/collezione&f=j on the business's own site · Menu: collezione.starhotels.com/assets/uploads/Starhotels-Collezio
See what an AI agent reads on this site →
45 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.
Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it
Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. 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. List your agency or yourself: free, reviewed by hand.
Builder: unknown · Front: cloudflare
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder 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": "Restaurant",
"name": "La Trattoria by Alfredo Russo",
"url": "https://www.starhotelscollezione.com/en/our-hotels/the-pelham-london/dining/la-trattoria.html",
"telephone": "+44 20 7591 7613",
"address": {
"@type": "PostalAddress",
"streetAddress": "Cromwell Place 15",
"addressLocality": "London"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 51.4944895,
"longitude": -0.1749867
},
"acceptsReservations": "https://collezione.starhotels.com/min/b=assets/js/collezione&f=jquery.scrollTo.min.js,jquery.customSelect.min.js,jquery.touchSwipe.min.js,jquery.fancybox.pack.js,slick.min.js,booking.js,behaviour.js&1785422883",
"hasMenu": "https://collezione.starhotels.com/assets/uploads/Starhotels-Collezione/THE_PELHAM/DINING/PDF/pelham-breakfast-buffet-march-2026.pdf",
"potentialAction": [
{
"@type": "ReserveAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://collezione.starhotels.com/min/b=assets/js/collezione&f=jquery.scrollTo.min.js,jquery.customSelect.min.js,jquery.touchSwipe.min.js,jquery.fancybox.pack.js,slick.min.js,booking.js,behaviour.js&1785422883",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
},
"result": {
"@type": "Reservation",
"name": "Reservation"
}
}
]
}
</script>
Save as /llms.txt at the root of the site. Guide.
# La Trattoria by Alfredo Russo > restaurant in Cromwell Place 15 London, London. Phone +44 20 7591 7613. ## Book or order directly - Book: https://collezione.starhotels.com/min/b=assets/js/collezione&f=jquery.scrollTo.min.js,jquery.customSelect.min.js,jquery.touchSwipe.min.js,jquery.fancybox.pack.js,slick.min.js,booking.js,behaviour.js&1785422883 (on the business's own site) - Menu: https://collezione.starhotels.com/assets/uploads/Starhotels-Collezione/THE_PELHAM/DINING/PDF/pelham-breakfast-buffet-march-2026.pdf ## About - Website: https://www.starhotelscollezione.com/en/our-hotels/the-pelham-london/dining/la-trattoria.html - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 41% of the sites scanned in this index. Just above: Joy Indian Cuisine C, Kibele Restaurant & Bar C. Just below: Little Italy C, London Shell Co C.
| What the top tenth 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 | 86% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 92% | yes |
| Structured data with address, phone and hours | 60% | no |
| Have an llms.txt | 28% | no |
The top tenth is the 308 best-scoring reachable sites of the index at the last refresh.
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Apero Restaurant | 63 m | C | yes |
| Ben's Cookies | 72 m | D | no |
| Tombo japanese | 87 m | B | yes |
| Shoty georgian | 94 m | F | no |
| Pierino italian | 95 m | B | no |
| Daquise | 108 m | B | yes |
| Supernova burger | 111 m | D | no |
| Mama Pho vietnamese | 124 m | C | yes |
| Pizzetta pizza, italian | 124 m | D | no |
| Quinta mexican | 126 m | B | yes |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in London | 2,990 | 54% | 40% | 69.2% |
Akatuki A 100% · Aki A 100% · Alexander The Great A 100% · Ara Restaurant A 100% · Bombay Delight A 100%
With the two fixes above (No structured data for the business; Menu or price list is a PDF) the score would be about 95.4%: 51st of 2,990 in London, up from 1224th.
This site appears in 2 cities (2 places on starhotels.com). Every city it is in →
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
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/starhotels.com, through the MCP tool direct_record and in the city feed /city/london/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | collezione.starhotels.com/min/b=assets/js/collezione&f=j own site | found by the scan of 2026-10-14, not yet tested |
| Order | none on record | |
| Menu | collezione.starhotels.com/assets/uploads/Starhotels-Collezio pdf | from the scan |
| Hours | none on record | |
| Phone | +44 20 7591 7613 |
Stable links that count: /go/starhotels.com/book, /go/starhotels.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 | not measured |
| ACP discovery document /.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol | not measured |
| 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 | not measured |
Not measured at this scan; the next scan measures it.
The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.
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 | 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/starhotels.com"><img src="https://directindex.org/badge/starhotels.com.svg" alt="Agent-Direct Score C" 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.