cafe-estrella.de is largely invisible to agents.
Menu: cafe-estrella.de/175-2/
Score over 2 scans since 2026-10-14: 49% → 15%
See what an AI agent reads on this site →
10 of 65 points available
agent-readiness level
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.
Since the scan of 2026-10-14 (D then): fixed The server turned AI crawlers away at the door; No llms.txt. new The site turned every visitor without a browser away.
A plain fetch was refused (http_503); only a real browser got the page. Every AI crawler and agent is turned away the same way, so Reachable scores 0 and the rest is measured on the rendered page. Ask the host to let the AI user agents through. How to fix it
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
Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. 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: wordpress · Front: cloudflare · A plain fetch got http_503; a real browser got the page, so the scan continues on the rendered page.
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on wordpress 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 Estrella",
"url": "https://cafe-estrella.de/",
"telephone": "0401234",
"address": {
"@type": "PostalAddress",
"streetAddress": "Weidenallee 63",
"postalCode": "20357",
"addressLocality": "Hamburg",
"addressCountry": "DE"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 53.5684594,
"longitude": 9.963921
},
"openingHours": "Mo-Fr 07:00-18:00; Sa-Su 08:00-18:00",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Monday",
"Tuesday",
"Wednesday",
"Thursday",
"Friday"
],
"opens": "07:00",
"closes": "18:00"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Saturday",
"Sunday"
],
"opens": "08:00",
"closes": "18:00"
}
],
"hasMenu": "https://cafe-estrella.de/175-2/"
}
</script>
Top 88% of the sites scanned in this index. Just above: Goescheneck F, The Boilerman Bar F. Just below: Copa Cabana F, Kemp's F.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 90% | no |
| Publish the menu or price list as HTML | 64% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 89% | no |
| Structured data with address, phone and hours | 34% | no |
| Have an llms.txt | 36% | no |
The top tenth is the 73 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 36,794 sites | 58% | 28% | 15.4% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Weidenkantine german, regional | 18 m | B | yes |
| Fofftein german, regional | 52 m | D | no |
| Café 53 | 82 m | C | no |
| Juwelier Espressobar | 164 m | F | no |
| Die Grete | 240 m | F | no |
| Vier Drei Neun | 241 m | F | no |
| Café Lorenz | 258 m | F | no |
| La Bête Noire coffee_shop, cake | 275 m | D | no |
| Gloria | 294 m | C | yes |
| Speisekammer | 484 m | C | no |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Hamburg cafes and bars | 713 | 47% | 18% | 15.4% |
| Built with WordPress in Hamburg cafes and bars | 272 | 55% | 21% | 15.4% |
Luca und Lia A 96.3% · Mosaic A 90% · BeerPONG BAR A 88.8% · Café Koppel A 88.8% · Brammibal's Donuts A 87.5%
With the three fixes above (The site turns every visitor without a browser away, AI agents included; No structured data for the business; No booking or ordering path at all) the score would be about 95.4%: 3rd of 713 in Hamburg cafes and bars, up from 631st.
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/cafe-estrella.de, through the MCP tool direct_record and in the city feed /city/hamburg-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | cafe-estrella.de/175-2/ html_page | from the scan |
| Hours | Mo-Fr 07:00-18:00; Sa-Su 08:00-18:00 (closed now) | from OpenStreetMap |
| Phone | 0401234 |
Stable links that count: /go/cafe-estrella.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 | no |
| ACP discovery document /.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol | no |
| 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 | no |
Only a real browser got this page (a plain fetch got http_503); Readable and Actionable were measured on the rendered page.
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.
| 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/cafe-estrella.de"><img src="https://directindex.org/badge/cafe-estrella.de.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.