# Là Phin: Agent-Direct Score A (87.5%)

Site: https://www.laphin.de/
Report: https://directindex.org/r/laphin.de
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Là Phin is ready for agents.

## Direct links
- Book directly: https://eatapp.co/de/reserve/la-phin-cafe-bar-109-eppendorfer-landstrasse (through eatapp acting for the business)
- Menu: https://www.laphin.de/menu

## What to fix first
- **Structured data is incomplete.** (+2 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Là Phin",
  "url": "https://www.laphin.de/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Eppendorfer Landstraße 109",
    "postalCode": "20251",
    "addressLocality": "Hamburg"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 53.59324,
    "longitude": 9.9881455
  },
  "openingHours": "Mo-Th,Su 09:00-18:00; Fr-Sa 09:00-19:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Sunday"
      ],
      "opens": "09:00",
      "closes": "18:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "09:00",
      "closes": "19:00"
    }
  ],
  "acceptsReservations": "https://eatapp.co/de/reserve/la-phin-cafe-bar-109-eppendorfer-landstrasse",
  "hasMenu": "https://www.laphin.de/menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://eatapp.co/de/reserve/la-phin-cafe-bar-109-eppendorfer-landstrasse",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# Là Phin

> cafe or coffee shop in Eppendorfer Landstraße 109 20251 Hamburg, Hamburg cafes and bars.

## Book or order directly

- Book: https://eatapp.co/de/reserve/la-phin-cafe-bar-109-eppendorfer-landstrasse (through eatapp acting for the business)
- Menu: https://www.laphin.de/menu

## Opening hours

Mo-Th,Su 09:00-18:00; Fr-Sa 09:00-19:00

## About

- Website: https://www.laphin.de/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (LocalBusiness).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking through eatapp on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
20 of 713 in Hamburg cafes and bars. Top 3% of the sites scanned in this index.

| 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% | yes |
| 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% | no |

Nearest places in the index: Brechtmanns Bistro (A, 71 m, https://directindex.org/r/brechtmann-bistro.de); Café Borchers (D, 141 m, https://directindex.org/r/borchers-hamburg.de); Konditorei Lindtner (C, 235 m, https://directindex.org/r/konditorei-lindtner.de); belum.coffeebar (C, 277 m, https://directindex.org/r/belum.design); Schramme 10 (F, 288 m, https://directindex.org/r/casinositeleri.me); Café Leinpfad (B, 398 m, https://directindex.org/r/cafeleinpfad.de); Barmeier's Café & Biergarten (B, 443 m, https://directindex.org/r/barmeiers-cafe.de); MAISON TANUKI (B, 579 m, https://directindex.org/r/maison-tanuki.de); CULTD - Coffee Unlimited (D, 587 m, https://directindex.org/r/coffee-unlimited.com); Schmidt's Bagel (C, 645 m, https://directindex.org/r/schmidtsbagel.de).

## What assistants answer
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.

Against its peers: Sites built with Squarespace 65% (48% A or B, 7098 sites); This site 87.5%.

See what an AI agent reads on this site: https://directindex.org/r/laphin.de/agent-view

Read by AI agents 7 times this month (ClaudeBot 7).

## Businesses like Là Phin in Hamburg cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Hamburg cafes and bars | 713 | 47% | 18% | 87.5% |
| Built with Squarespace in Hamburg cafes and bars | 18 | 66% | 28% | 87.5% |
| Using Eat App in Hamburg cafes and bars | 1 | 88% | 100% | 87.5% |
| Built with Squarespace and using Eat App in Hamburg cafes and bars | 1 | 88% | 100% | 87.5% |

The best of Built with Squarespace in Hamburg cafes and bars: Instinct Coffee (A 87.5%, https://directindex.org/r/instinctcoffee.de); The Irishman Hamburg (B 77.5%, https://directindex.org/r/irishmanpub-hamburg.com); Haus 73 (B 76.9%, https://directindex.org/r/dreiundsiebzig.de); Ricklinger Landbrauerei "Zur Alten Försterei" (B 76.3%, https://directindex.org/r/ricklinger-landbrauerei.de); Cafė Olė (C 69.2%, https://directindex.org/r/cafeolehamburg.de).

With the fix above (Structured data is incomplete) the score would be about 90%: 5th of 713 in Hamburg cafes and bars, up from 20th.

## The direct record
What agents get for Là Phin, as JSON: https://directindex.org/api/direct/laphin.de
- Book: https://eatapp.co/de/reserve/la-phin-cafe-bar-109-eppendorfer-landstrasse (vendor on own site: Eat App; verified direct, 2026-10-14)
- Order: none on record
- Menu: https://www.laphin.de/menu (html_page; from the scan)
- Hours: Mo-Th,Su 09:00-18:00; Fr-Sa 09:00-19:00 (open now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/laphin.de/book, https://directindex.org/go/laphin.de/menu

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- 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, Eat App: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 20 | 25 |
| Actionable | 25 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/laphin.de
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Deep report: https://directindex.org/r/laphin.de/deep. 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.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=laphin.de&force=1