leobudapest.hu is hard for agents to use.
See what an AI agent reads on this site →
28 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 (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
Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. How to fix it About this vendor
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 Budapest cafes and bars. 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": "BarOrPub",
"name": "Leo Rooftop",
"url": "https://www.leobudapest.hu/en/leo-rooftop-budapest",
"email": "rooftop.reservation@leobudapest.hu",
"geo": {
"@type": "GeoCoordinates",
"latitude": 47.4987627,
"longitude": 19.040173
}
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Leo Rooftop > bar or pub in Budapest cafes and bars. ## About - Website: https://www.leobudapest.hu/en/leo-rooftop-budapest - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 47% of the sites scanned in this index. Just above: Kávétársaság D, Kávézás.hu kávézó D. Just below: Mantra D, Mesterbike + Coffee Project D.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 55% | no |
| Publish the menu or price list as HTML | 70% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 88% | yes |
| Structured data with address, phone and hours | 30% | no |
| Have an llms.txt | 33% | no |
The top tenth is the 40 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites using OpenTable 1,440 sites | 67% | 42% | 43.1% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Főőrség Étterem és Kávéház hungarian | 325 m | C | no |
| Belgian Brasserie Henri | 325 m | C | no |
| Raqpart | 464 m | F | no |
| Corvin Kávézó ice_cream | 474 m | F | no |
| Budai Rétesvár regional | 547 m | F | no |
| Bárkert | 553 m | F | no |
| Corso Bar & Terrace | 569 m | D | no |
| UrbanFood Cafe & Coworking | 585 m | C | no |
| BOB | 586 m | D | no |
| Múzsa | 596 m | B | yes |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Budapest cafes and bars | 387 | 43% | 7% | 43.1% |
| Using OpenTable in Budapest cafes and bars | 4 | 70% | 75% | 43.1% |
Nosh Circle Café B 81.3% · Spíler B 80.9% · High Note Sky Bar B 75.4%
With the three fixes above (No structured data for the business; Booking only through opentable; No menu or price list found) the score would be about 95.4%: first of 387 in Budapest cafes and bars.
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 leobudapest.hu or on a vendor's site. The same record is served as JSON at /api/direct/leobudapest.hu, through the MCP tool direct_record and in the city feed /city/budapest-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | none on record | |
| Phone | none on record |
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 |
| Vendor terms for agents OpenTable, read 2026-10-15 | Partners only |
Not measured at this scan; the next scan measures it.
OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Source. About OpenTable · all vendors.
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/leobudapest.hu"><img src="https://directindex.org/badge/leobudapest.hu.svg" alt="Agent-Direct Score D" 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.