# Jean&len: Agent-Direct Score B (70.8%)

Site: https://www.jeanlen.de/
Report: https://directindex.org/r/jeanlen.de
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.)
Jean&len is mostly ready for agents.
An AI assistant can open Jean&len's website. It can read what Jean&len offers. It finds a way to book or order directly, through jeanlen.zendesk.com.

## Direct links
- Menu: https://www.jeanlen.de/
- Phone: +4922128067762
- Address: Neumarkt 2, 50667, Köln
- Prices: 23 prices on the site, the middle one €4.49

## What to fix first
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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, 6.3% of comparable sites declare one.
- **23 prices on the landing page, the middle one €4.49.** In Cologne, the middle price of comparable sites that show prices is €50.00.

## 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": "Jean&len",
  "url": "https://www.jeanlen.de/",
  "telephone": "+4922128067762",
  "address": "Neumarkt 2, 50667, Köln",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 50.936497,
    "longitude": 6.948463
  }
}
</script>
```

## 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
- **Price list of services with prices on the page.** Agents can read the items and prices.

## Where it stands
111 of 1192 in Cologne hairdressers and beauty salons. Top 9% 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 | 94% | no |
| Publish the menu or price list as HTML | 15% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 17% | no |
| Have an llms.txt | 26% | yes |

Nearest places in the index: Jasmin Salon Inh: Mohamed Ali (F, 20 m, https://directindex.org/r/friseur-amneumarkt.de); M1 Med Beauty (C, 61 m, https://directindex.org/r/m1-beauty.de); Lima Beauty (F, 130 m, https://directindex.org/r/limabeauty.de); Mascu-look (D, 144 m, https://directindex.org/r/masculook.com); Suhair (D, 163 m, https://directindex.org/r/suhair.de); Ladies & Gents Barbershop (D, 170 m, https://directindex.org/r/ladys-gents-cologne.de); Laser Esthetics Köln (B, 177 m, https://directindex.org/r/laseresthetics.de); Aesthetic Art Clinic (D, 188 m, https://directindex.org/r/aesthetic-art-clinic.de); Wellnessmassage | Köln (C, 189 m, https://directindex.org/r/wellnessmassage-koln.de); Cataleya Massage Salon (D, 205 m, https://directindex.org/r/cataleyamassage.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.


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

## Businesses like Jean&len in Cologne hairdressers and beauty salons

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Cologne hairdressers and beauty salons | 1192 | 43% | 10% | 70.8% |

The best of the businesses of the same kind in Cologne hairdressers and beauty salons: My Thai Massage (A 95.4%, https://directindex.org/r/my-thaimassage.koeln); Mywellness Köln Ehrenfeld (A 92.3%, https://directindex.org/r/mywellness.de); Kosmos Hair (A 90.3%, https://directindex.org/r/kosmoshair.de); Versicherung (A 89.2%, https://directindex.org/r/huk.de); Fivve (A 86.2%, https://directindex.org/r/fivve.com).

With the two fixes above (Ordering through an unrecognised third party; Structured data is incomplete), the score would be about 95.4%, which would be first of 1,192 in Cologne hairdressers and beauty salons.

## The direct record
What agents get for Jean&len, as JSON: https://directindex.org/api/direct/jeanlen.de
- Book: none on record
- Order: none on record
- Menu: https://www.jeanlen.de/ (html_inline; from the scan)
- Hours: none on record
- Phone: +4922128067762
- Stable links that count: https://directindex.org/go/jeanlen.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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 6 | 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/jeanlen.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: yes
- 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/jeanlen.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/jeanlen.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=jeanlen.de&force=1