# S-Bahn Haltestelle Köln Weiden West: Agent-Direct Score B (76.9%)

Site: https://www.kvb-koeln.de/
Report: https://directindex.org/r/kvb.koeln
Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
S-Bahn Haltestelle Köln Weiden West is mostly ready for agents.
An AI assistant can open S-Bahn Haltestelle Köln Weiden West'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://www.kvb.koeln/abos-und-tickets/index.html (on the business's own site)
- Phone: +492215470
- Address: Köln

## Nearby, also direct
Places near S-Bahn Haltestelle Köln Weiden West that take a booking or an order on their own website, with no marketplace in between.
- Diwantours (590 m): https://directindex.org/r/diwantours.com
- For Family Travel Gmbh (1.3 km): https://directindex.org/r/familien-reisen.com
- Thomas Cook Reisebüro Köln Rhein-Center (1.4 km): https://directindex.org/r/thomascook.com
- schauinsland reisebüro Köln (1.4 km): https://directindex.org/r/schauinsland-reisebuero.de

## What to fix first
- **No tickets and prices found.** (+7 points) Agents answer 'what does it cost and when?' from marketplaces instead. Add a page with tickets, times and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+5 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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. In Cologne, 21% of comparable sites declare one.

## 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": "Organization",
  "name": "S-Bahn Haltestelle Köln Weiden West",
  "url": "https://www.kvb-koeln.de/",
  "telephone": "+492215470",
  "address": "Köln",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 50.940574457717375,
    "longitude": 6.815441709811577
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.kvb.koeln/abos-und-tickets/index.html",
        "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.

```
# S-Bahn Haltestelle Köln Weiden West

> organization in Köln, Cologne tours, attractions and museums. Phone +492215470.

## Book or order directly

- Book: https://www.kvb.koeln/abos-und-tickets/index.html (on the business's own site)

## About

- Website: https://www.kvb-koeln.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).** address
- **Tickets on your own site.** Agents can buy tickets without going through a marketplace.

## Where it stands
41 of 596 in Cologne tours, attractions and museums. Top 7% 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 | 98% | yes |
| Publish the menu or price list as HTML | 23% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 19% | no |
| Have an llms.txt | 31% | no |

Nearest places in the index: Diwantours (C, 593 m, https://directindex.org/r/diwantours.com); Römergrab (F, 666 m, https://directindex.org/r/roemergrab.de); Andersweg.reisen (C, 1271 m, https://directindex.org/r/andersweg.reisen); Zonista Gmbh - Destination Travel Experts (D, 1271 m, https://directindex.org/r/zonista.de); For Family Travel Gmbh (B, 1271 m, https://directindex.org/r/familien-reisen.com); Schwedenpur (F, 1271 m, https://directindex.org/r/schwedenpur.de); Thomas Cook Reisebüro Köln Rhein-Center (D, 1438 m, https://directindex.org/r/thomascook.com); schauinsland reisebüro Köln (C, 1445 m, https://directindex.org/r/schauinsland-reisebuero.de); Abenteuerbüro Dennis Besseler (F, 1740 m, https://directindex.org/r/besseler.de); Travelbee (D, 1952 m, https://directindex.org/r/travelbee.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.

The assistants were asked 12 everyday questions about Cologne tours, attractions and museums and named 50 places. S-Bahn Haltestelle Köln Weiden West wasn't one of them. See who was named: https://directindex.org/city/cologne-tours/recommended


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

## Businesses like S-Bahn Haltestelle Köln Weiden West in Cologne tours, attractions and museums

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Cologne tours, attractions and museums | 596 | 45% | 13% | 76.9% |

The best of the businesses of the same kind in Cologne tours, attractions and museums: Silvertours GmbH (A 95.4%, https://directindex.org/r/billiger-mietwagen.de); Guiders Gmbh (A 90.8%, https://directindex.org/r/guiders.de); SnowTrex (A 90.8%, https://directindex.org/r/snowtrex.de); SportsTrex (A 90.8%, https://directindex.org/r/holidaytrex.com); The Florida Keys and Key West (A 90.8%, https://directindex.org/r/visitfloridakeys.com).

With the two fixes above (No tickets and prices found; Structured data is incomplete), the score would be about 95.4%, which would be first of 596 in Cologne tours, attractions and museums.

## The direct record
What agents get for S-Bahn Haltestelle Köln Weiden West, as JSON: https://directindex.org/api/direct/kvb.koeln
- Book: https://www.kvb.koeln/abos-und-tickets/index.html (own site; found by the scan of 2026-10-20, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +492215470
- Stable links that count: https://directindex.org/go/kvb.koeln/book

## 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

Found one hop past the home page: booking page /abos-und-tickets/index.html: booking link (own domain).

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 10 | 25 |
| Actionable | 15 | 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/kvb.koeln
- 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: 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/kvb.koeln/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/kvb.koeln/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=kvb.koeln&force=1
