# Muzzü: Agent-Direct Score F (23.1%)

Site: http://www.muzzu.fr/
Report: https://directindex.org/r/muzzu.fr
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.)
Muzzü is largely invisible to agents.
AI assistants can't open Muzzü's website, so they go by what other sites say about it.

## Direct links
- Menu: https://muzzu.fr/
- Phone: +33981232690
- Address: 5 Rue de Budapest, 44000, Nantes
- Prices: 12 prices on the site, the middle one €4.68
- Languages: German, French, Dutch

## Nearby, also direct
Places near Muzzü that take a booking or an order on their own website, with no marketplace in between.
- Franck Provost (10 m): https://directindex.org/r/franckprovost.com
- Smart Duck (80 m): https://directindex.org/r/smartduck.fr
- Biocoiff' (110 m): https://directindex.org/r/biocoiff.com
- L'Atelier du Sourcil (110 m): https://directindex.org/r/atelierdusourcil.com
- 5th Avenue (150 m): https://directindex.org/r/5thavenueby.com

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No online booking link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add an online appointment page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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.
- **12 prices on the landing page, the middle one €4.68.** 

## 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": "Muzzü",
  "url": "http://www.muzzu.fr/",
  "telephone": "+33981232690",
  "address": "5 Rue de Budapest, 44000, Nantes",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 47.21640708,
    "longitude": -1.56028269
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **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
187 of 212 in Nantes hairdressers and beauty salons. Top 88% 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% | no |
| Publish the menu or price list as HTML | 45% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 95% | no |
| Structured data with address, phone and hours | 23% | no |
| Have an llms.txt | 50% | no |

Nearest places in the index: Franck Provost (D, 8 m, https://directindex.org/r/franckprovost.com); Smart Duck (C, 81 m, https://directindex.org/r/smartduck.fr); Le Boudoir d'Esther (C, 82 m, https://directindex.org/r/onglerienant.com); Biocoiff' (F, 113 m, https://directindex.org/r/biocoiff.com); L'Atelier du Sourcil (B, 113 m, https://directindex.org/r/atelierdusourcil.com); Terres essentielles (C, 129 m, https://directindex.org/r/terres-essentielles.com); 5th Avenue (D, 152 m, https://directindex.org/r/5thavenueby.com); Renaud Corbe Dermographe (B, 155 m, https://directindex.org/r/renaud-dermographe.fr); Dépil Tech (B, 162 m, https://directindex.org/r/depiltech.com); Dr Pierre Ricaud (C, 166 m, https://directindex.org/r/ricaud.com).

## 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 Shopify 48% (26% A or B, 7656 sites); This site 23.1%.

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

## Businesses like Muzzü in Nantes hairdressers and beauty salons

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Nantes hairdressers and beauty salons | 212 | 50% | 20% | 23.1% |
| Sites built with Shopify in Nantes hairdressers and beauty salons | 7 | 42% | 14% | 23.1% |

The best of the sites built with Shopify in Nantes hairdressers and beauty salons: L'Atelier du Sourcil (B 77.5%, https://directindex.org/r/atelierdusourcil.com); Cinq Mōndes (D 46.3%, https://directindex.org/r/cinqmondes.com); Square F (D 46.3%, https://directindex.org/r/squarefnantes.com); Ōbarbier (D 46.2%, https://directindex.org/r/obarbier.com); La Belle Boucle Studio (D 41.3%, https://directindex.org/r/labelleboucle.fr).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No online booking link on the website; Structured data is incomplete), the score would be about 95.4%, which would be first of 212 in Nantes hairdressers and beauty salons.

## The direct record
What agents get for Muzzü, as JSON: https://directindex.org/api/direct/muzzu.fr
- Book: none on record
- Order: none on record
- Menu: https://muzzu.fr/ (html_inline; from the scan)
- Hours: none on record
- Phone: +33981232690
- Stable links that count: https://directindex.org/go/muzzu.fr/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

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

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

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: yes

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