# Chloe: Agent-Direct Score B (73.8%)

Site: https://cafechloe.de/
Report: https://directindex.org/r/cafechloe.de
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Chloe is mostly ready for agents.
An AI assistant can open Chloe's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://cafechloe.de/reservieren (on the business's own site)
- Order directly: https://cafechloe.de/ (on the business's own site)
- Address: Eisenbahnstraße 41 79098
- Hours, from OpenStreetMap: Mon–Thu 09:00–21:00; Fri 09:00–22:00; Sat 09:00–18:00; Sun 09:00–20:00
- Outdoor seating (OpenStreetMap)
- Step-free access (OpenStreetMap)
- Prices: 77 prices on the site, the middle one €5.50

## Nearby, also direct
Places near Chloe that take a booking or an order on their own website, with no marketplace in between.
- Café Hermann (410 m): https://directindex.org/r/hermannfreiburg.de
- Marmell (620 m): https://directindex.org/r/marmell.de
- Café Jolie (820 m): https://directindex.org/r/jolie.cafe

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. 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

## 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.
- **77 prices on the landing page, the middle one €5.50.** 

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Chloe",
  "url": "https://cafechloe.de/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Eisenbahnstraße 41",
    "postalCode": "79098"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 47.9972873,
    "longitude": 7.8448063
  },
  "openingHours": "Mo-Th 09:00-21:00; Fr 09:00-22:00; Sa 09:00-18:00; Su 09:00-20:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "09:00",
      "closes": "21:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday"
      ],
      "opens": "09:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "09:00",
      "closes": "18:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "09:00",
      "closes": "20:00"
    }
  ],
  "servesCuisine": [
    "breakfast",
    "pancake"
  ],
  "acceptsReservations": "https://cafechloe.de/reservieren",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://cafechloe.de/reservieren",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://cafechloe.de/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Chloe

> cafe or coffee shop (breakfast, pancake) in Eisenbahnstraße 41 79098, Freiburg cafes and bars.

## Book or order directly

- Book: https://cafechloe.de/reservieren (on the business's own site)
- Order: https://cafechloe.de/ (on the business's own site)

## Opening hours

Mo-Th 09:00-21:00; Fr 09:00-22:00; Sa 09:00-18:00; Su 09:00-20:00

## About

- Website: https://cafechloe.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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
12 of 117 in Freiburg cafes and bars. Top 10% 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 | 83% | yes |
| Publish the menu or price list as HTML | 58% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 17% | no |
| Have an llms.txt | 25% | no |

Nearest places with a similar menu: Café Auszeit (D, 317 m, https://directindex.org/r/cafeauszeit.com); Bächle (D, 365 m, https://directindex.org/r/baechlefreiburg.de); Castanea Café (C, 393 m, https://directindex.org/r/castanea-cafe.de); Café Hermann (B, 408 m, https://directindex.org/r/hermannfreiburg.de); Marmell (A, 616 m, https://directindex.org/r/marmell.de); Café Jolie (C, 815 m, https://directindex.org/r/jolie.cafe); Beckesepp (F, 1431 m, https://directindex.org/r/beckesepp.de); Simon & Paul (C, 1601 m, https://directindex.org/r/simonpaulfreiburg.de); Die Eismanufaktur (C, 1737 m, https://directindex.org/r/dieeismanufaktur.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 built with WordPress 55% (24% A or B, 224455 sites); This site 73.8%.

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

## Businesses like Chloe in Freiburg cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Freiburg cafes and bars | 117 | 50% | 18% | 73.8% |
| Sites built with WordPress in Freiburg cafes and bars | 44 | 52% | 16% | 73.8% |

The best of the sites built with WordPress in Freiburg cafes and bars: Café Inklusiv (A 86.2%, https://directindex.org/r/caritas-freiburg.de); Haus der badischen Weine (B 80%, https://directindex.org/r/alte-wache.com); Augustiner im Bankepeter (B 75.4%, https://directindex.org/r/augustiner-freiburg.de); Elephant Beans (B 75.4%, https://directindex.org/r/elephantbeans.de); Atlantik (B 72.3%, https://directindex.org/r/cafe-atlantik.de).

With the two fixes above (Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 2nd of 117 in Freiburg cafes and bars, up from 12th.

## The direct record
What agents get for Chloe, as JSON: https://directindex.org/api/direct/cafechloe.de
- Book: https://cafechloe.de/reservieren (own site; found by the scan of 2026-10-24, not yet tested)
- Order: https://cafechloe.de/ (own site; found by the scan of 2026-10-24, not yet tested)
- Menu: none on record
- Hours: Mo-Th 09:00-21:00; Fr 09:00-22:00; Sa 09:00-18:00; Su 09:00-20:00 (closed now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/cafechloe.de/book, https://directindex.org/go/cafechloe.de/order

## 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/cafechloe.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

Keep watching this business (https://directindex.org/r/cafechloe.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/cafechloe.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=cafechloe.de&force=1