# Freda Café & Bistro: Agent-Direct Score D (48.8%)

Site: https://www.cafe-freda.com/
Report: https://directindex.org/r/cafe-freda.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Freda Café & Bistro is hard for agents to use.

## Direct links
- Menu: https://www.cafe-freda.com/Startseite/Speisekarte/
- Phone: +49 40 32511565

## What to fix first
- **No structured data for the business.** (+14 points) 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. Guide: https://directindex.org/guides/structured-data-restaurant
- **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **The server turns AI crawlers away at the door.** (+3.3 points) Live fetches as PerplexityBot (http_503) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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": "Freda Café & Bistro",
  "url": "https://www.cafe-freda.com/",
  "telephone": "+49 40 32511565",
  "email": "info@cafe-freda.de",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Theodorstraße 48",
    "postalCode": "22761",
    "addressLocality": "Hamburg",
    "addressCountry": "DE"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 53.5695687,
    "longitude": 9.8985885
  },
  "openingHours": "Mo,We-Su 10:00-17:00; Tu off",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "10:00",
      "closes": "17:00"
    }
  ],
  "hasMenu": "https://www.cafe-freda.com/Startseite/Speisekarte/"
}
</script>
```

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

```
# Freda Café & Bistro

> cafe or coffee shop in Theodorstraße 48 22761 Hamburg, Hamburg cafes and bars. Phone +49 40 32511565.

## Book or order directly

- Menu: https://www.cafe-freda.com/Startseite/Speisekarte/

## Opening hours

Mo,We-Su 10:00-17:00; Tu off

## About

- Website: https://www.cafe-freda.com/
- 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.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Since the scan of 2026-10-14 (D then)
- Fixed: nothing
- New: nothing

## Where it stands
371 of 713 in Hamburg cafes and bars. Top 52% 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% | 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 |

Nearest places in the index: Gecko-Bar (D, 690 m, https://directindex.org/r/geckobar.hamburg); Gewächshaus-Hamburg (F, 1254 m, https://directindex.org/r/gewaechshaus-hamburg.de); Queue Billard Pub (C, 1303 m, https://directindex.org/r/queuebillard-hamburg.de); Lubov (C, 1386 m, https://directindex.org/r/vendingcoffee.de); Crispi (F, 1465 m, https://directindex.org/r/crispi-ottensen.de); Elbdeli (B, 1494 m, https://directindex.org/r/elbdeli.de); Shovel Road (F, 1548 m, https://directindex.org/r/shovelroad.de); Café Veloso (C, 1561 m, https://directindex.org/r/cafeveloso.de); Cafémilonga im el abrazo (C, 1598 m, https://directindex.org/r/elabrazo-tangohamburg.de); Lykkeby (C, 1667 m, https://directindex.org/r/lykkeby-hamburg.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.

Score over 2 scans since 2026-10-14: 2026-10-14 49%, 2026-10-14 49%.

See what an AI agent reads on this site: https://directindex.org/r/cafe-freda.com/agent-view

## Businesses like Freda Café & Bistro in Hamburg cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Hamburg cafes and bars | 713 | 47% | 18% | 48.8% |

The best of Same kind in Hamburg cafes and bars: Bar Hamburg (A 96.3%, https://directindex.org/r/barhh.com); Luca und Lia (A 96.3%, https://directindex.org/r/lucaundlia.de); Mug & Muse (A 93.8%, https://directindex.org/r/mug-muse.de); Black Hat Coffee (A 91.3%, https://directindex.org/r/blackhatcoffee.de); Mosaic (A 90%, https://directindex.org/r/cafe-mosaic.de).

With the three fixes above (No structured data for the business; No booking or ordering path at all; The server turns AI crawlers away at the door) the score would be about 95.4%: 3rd of 713 in Hamburg cafes and bars, up from 371st.

## The direct record
What agents get for Freda Café & Bistro, as JSON: https://directindex.org/api/direct/cafe-freda.com
- Book: none on record
- Order: none on record
- Menu: https://www.cafe-freda.com/Startseite/Speisekarte/ (html_page; from the scan)
- Hours: Mo,We-Su 10:00-17:00; Tu off (open now) (from OpenStreetMap)
- Phone: +49 40 32511565
- Stable links that count: https://directindex.org/go/cafe-freda.com/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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 21.7 | 25 |
| Readable | 8 | 25 |
| Actionable | 2 | 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/cafe-freda.com
- 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: no

Deep report: https://directindex.org/r/cafe-freda.com/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=cafe-freda.com&force=1