cafeleinpfad.de is mostly ready for agents.
Book directly: cafeleinpfad.de/event-anfrage on the business's own site · Menu: cafeleinpfad.de/downloads/speisekarte.pdf
See what an AI agent reads on this site →
Read by AI agents 4 times this month (ClaudeBot 4). The crawlers behind the assistants read this page when they answer questions about the business.
66 of 80 points available
agent-readiness level, Basic Web Presence
things to fix
Action test, 2026-10-14: partial, a path exists but an agent would struggle. There is a button or a form, but no complete booking or ordering flow an agent can finish on this page.
Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.
Missing: opening hours. 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
No one is listed yet to fix this in Hamburg 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": "CafeOrCoffeeShop",
"name": "Café Leinpfad",
"url": "https://www.cafeleinpfad.de/",
"telephone": "+49 172 4100338",
"address": {
"@type": "PostalAddress",
"streetAddress": "Leinpfad"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 53.5930782,
"longitude": 9.9941771
},
"servesCuisine": [
"brunch"
],
"acceptsReservations": "https://cafeleinpfad.de/event-anfrage",
"hasMenu": "https://cafeleinpfad.de/downloads/speisekarte.pdf",
"potentialAction": [
{
"@type": "ReserveAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://cafeleinpfad.de/event-anfrage",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
},
"result": {
"@type": "Reservation",
"name": "Reservation"
}
}
]
}
</script>
Top 4% of the sites scanned in this index. Just above: Lovaena Café A, Bambusgarten B. Just below: Dante Kaltehofe B, Hanging Out Café B.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 90% | yes |
| Publish the menu or price list as HTML | 64% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 89% | yes |
| Structured data with address, phone and hours | 34% | no |
| Have an llms.txt | 36% | yes |
The top tenth is the 73 best-scoring reachable sites of the index at the last refresh.
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| CULTD - Coffee Unlimited coffee_shop | 229 m | D | no |
| Schmidt's Bagel bagel, coffee_shop | 281 m | C | yes |
| Café Fabric | 395 m | F | no |
| Là Phin | 398 m | A | yes |
| Schramme 10 | 439 m | F | no |
| Konditorei Lindtner | 451 m | C | yes |
| Brechtmanns Bistro bistro | 467 m | A | yes |
| Café Borchers | 494 m | D | no |
| Barmeier's Café & Biergarten | 535 m | B | yes |
| Café Ein & Alles coffee_shop, breakfast, cake, soup | 614 m | C | yes |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Hamburg cafes and bars | 713 | 47% | 18% | 82.5% |
Bar Hamburg A 96.3% · Luca und Lia A 96.3% · Mug & Muse A 93.8% · Black Hat Coffee A 91.3% · Mosaic A 90%
With the two fixes above (Structured data is incomplete; Menu or price list is a PDF) the score would be about 90%: 5th of 713 in Hamburg cafes and bars, up from 31st.
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/cafeleinpfad.de, through the MCP tool direct_record and in the city feed /city/hamburg-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | cafeleinpfad.de/event-anfrage own site | could not verify: partial (2026-10-14) |
| Order | none on record | |
| Menu | cafeleinpfad.de/downloads/speisekarte.pdf pdf | from the scan |
| Hours | none on record | |
| Phone | +49 172 4100338 |
Stable links that count: /go/cafeleinpfad.de/book, /go/cafeleinpfad.de/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 | yes |
| llms.txt | yes |
| 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 |
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/cafeleinpfad.de"><img src="https://directindex.org/badge/cafeleinpfad.de.svg" alt="Agent-Direct Score B" 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.