# Mein Liebes Frollein: Agent-Direct Score A (87.7%)

Site: https://www.meinliebesfrollein.de/
Report: https://directindex.org/r/meinliebesfrollein.de
Scanned: 2026-10-16 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Mein Liebes Frollein is ready for agents.
An AI assistant can open Mein Liebes Frollein's website. What Mein Liebes Frollein offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through resmio.

## Direct links
- Book directly: https://app.resmio.com/cafe-mein-liebes-frollein/widget?primaryColor=1B3564&buttonColor=1B3564 (through resmio acting for the business)
- Menu: https://www.meinliebesfrollein.de/speisekarte-mein-liebes-frollein.pdf
- Phone: +49 341 67928421

## What to fix first

## What the site tells visitors (Measured, not scored)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is.

- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

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

```
# Mein Liebes Frollein

> cafe or coffee shop in Fichtestraße 15 04275 Leipzig, Leipzig cafes and bars. Phone +49 341 67928421.

## Book or order directly

- Book: https://app.resmio.com/cafe-mein-liebes-frollein/widget?primaryColor=1B3564&buttonColor=1B3564 (through resmio acting for the business)
- Menu: https://www.meinliebesfrollein.de/speisekarte-mein-liebes-frollein.pdf

## Opening hours

Tu-Su 09:00-18:00; Mo off

## About

- Website: https://www.meinliebesfrollein.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.** There's no robots.txt, which means everything is allowed.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (CafeOrCoffeeShop).** address, phone, opening hours
- **Booking through resmio on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
3 of 193 in Leipzig cafes and bars. Top 2% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 95% | yes |
| Publish the menu or price list as HTML | 60% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 80% | yes |
| Structured data with address, phone and hours | 15% | yes |
| Have an llms.txt | 10% | no |

Nearest places in the index: Familiencafé Yellow (B, 110 m, https://directindex.org/r/haus-steinstrasse.de); Café Hin & Veg (D, 118 m, https://directindex.org/r/cafehinundveg.de); Forest Park (F, 194 m, https://directindex.org/r/forestparkleipzig.de); Fela (D, 201 m, https://directindex.org/r/fela-in-leipzig.de); Dr. Hops (F, 345 m, https://directindex.org/r/dr-hops.de); Noels Ballroom (D, 489 m, https://directindex.org/r/noels-ballroom.de); Kollektiv (D, 602 m, https://directindex.org/r/gaststaette-kollektiv.de); Gemi (F, 648 m, https://directindex.org/r/gemiroasters.com); Carls Laden (C, 671 m, https://directindex.org/r/carlsladen.de); Horns Erben (D, 720 m, https://directindex.org/r/horns-erben.de).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.


Compared with its peers: Sites using resmio 62% (26% A or B, 154 sites); This site 87.7%.

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

## Businesses like Mein Liebes Frollein in Leipzig cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Leipzig cafes and bars | 193 | 48% | 15% | 87.7% |
| Sites using resmio in Leipzig cafes and bars | 5 | 55% | 40% | 87.7% |

The best of the sites using resmio in Leipzig cafes and bars: Magic Waffle (B 76.9%, https://directindex.org/r/magic-waffle.de); Pilot (C 61.1%, https://directindex.org/r/pilot-leipzig.de); Roots. Planzencafé (F 33.8%, https://directindex.org/r/roots-pflanzencafe.de); Kolinar (F 15.4%, https://directindex.org/r/kolinar.net).

With the fix above (Menu or price list is a PDF), the score would be about 92.3%, which would be first of 193 in Leipzig cafes and bars.

## The direct record
What agents get for Mein Liebes Frollein, as JSON: https://directindex.org/api/direct/meinliebesfrollein.de
- Book: https://app.resmio.com/cafe-mein-liebes-frollein/widget?primaryColor=1B3564&buttonColor=1B3564 (vendor on own site: resmio; found by the scan of 2026-10-16, not yet tested)
- Order: none on record
- Menu: https://www.meinliebesfrollein.de/speisekarte-mein-liebes-frollein.pdf (pdf; from the scan)
- Hours: Tu-Su 09:00-18:00; Mo off (closed now) (from OpenStreetMap)
- Phone: +49 341 67928421
- Stable links that count: https://directindex.org/go/meinliebesfrollein.de/book, https://directindex.org/go/meinliebesfrollein.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): 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
- Vendor terms for agents, resmio: 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.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/meinliebesfrollein.de
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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

Keep watching this business (https://directindex.org/r/meinliebesfrollein.de/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/meinliebesfrollein.de/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=meinliebesfrollein.de&force=1