# Mucha Foundation Art Museum: Agent-Direct Score C (55.4%)

Site: http://mucha.eu/
Report: https://directindex.org/r/mucha.eu
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.)
Mucha Foundation Art Museum is partly visible to agents.
An AI assistant can open Mucha Foundation Art Museum's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.

## Direct links
- Phone: +420775878618
- Hours, from OpenStreetMap · Overture Maps: Mon–Sun 10:00–18:00
- Prices: 3 prices on the site, the middle one CZK 250
- Languages: Czech, English

## Nearby, also direct
Places near Mucha Foundation Art Museum that take a booking or an order on their own website, with no marketplace in between.
- Express Tour (40 m): https://directindex.org/r/expresstour.cz
- DELUXEA Inc. Travel agency (50 m): https://directindex.org/r/deluxea.cz
- Thrill Park (90 m): https://directindex.org/r/thrillparkprague.com

## What to fix first
- **No ticket link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a ticket or booking page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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.** (+6 points) Missing: address, 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)
- **3 prices on the landing page, the middle one CZK 250.** In Prague, the middle price of comparable sites that show prices is CZK 500.

## 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": "Museum",
  "name": "Mucha Foundation Art Museum",
  "url": "http://mucha.eu/",
  "telephone": "+420775878618",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 50.0848023,
    "longitude": 14.4248902
  },
  "openingHours": "Mo-Su 10:00-18:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "10:00",
      "closes": "18:00"
    }
  ]
}
</script>
```

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

```
# Mucha Foundation Art Museum

> museum in Prague tours, attractions and museums. Phone +420775878618.

## Opening hours

Mo-Su 10:00-18:00

## About

- Website: http://mucha.eu/
- 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

## Where it stands
228 of 681 in Prague tours, attractions and museums. Top 33% 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 | 99% | no |
| Publish the menu or price list as HTML | 29% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 7% | no |
| Have an llms.txt | 31% | no |

Nearest places in the index: Express Tour (C, 44 m, https://directindex.org/r/expresstour.cz); DELUXEA Inc. Travel agency (C, 47 m, https://directindex.org/r/deluxea.cz); CK FEDE (D, 53 m, https://directindex.org/r/fede.cz); Czech Repubrick – Lego země českých památek (F, 80 m, https://directindex.org/r/czechrepubrick.cz); Thrill Park (D, 87 m, https://directindex.org/r/thrillparkprague.com); Sousedé.cz (F, 111 m, https://directindex.org/r/sousede.cz); 旅人事務所 (C, 123 m, https://directindex.org/r/czech-fruit.com); Kompas Praha (D, 130 m, https://directindex.org/r/kompasconcierge.cz); Cultural Care Au Pair (F, 135 m, https://directindex.org/r/culturalcare.cz); Síň slávy českého hokeje (F, 178 m, https://directindex.org/r/ceskyhokej.cz).

## 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/mucha.eu/agent-view

## Businesses like Mucha Foundation Art Museum in Prague tours, attractions and museums

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Prague tours, attractions and museums | 681 | 46% | 12% | 55.4% |

The best of the businesses of the same kind in Prague tours, attractions and museums: Riverside Student Apartments (A 90.8%, https://directindex.org/r/acronapartments.com); ESO travel (A 87.7%, https://directindex.org/r/esotravel.cz); Muzeum městské hromadné dopravy v Praze (A 86.2%, https://directindex.org/r/dpp.cz); Running Tours Prague (A 86.2%, https://directindex.org/r/runningtoursprague.com); Beer Prague Walking Brewery Tours (B 84.6%, https://directindex.org/r/beerprague.com).

With the three fixes above (No ticket link on the website; No tickets and prices found; Structured data is incomplete), the score would be about 95.4%, which would be first of 681 in Prague tours, attractions and museums.

## The direct record
What agents get for Mucha Foundation Art Museum, as JSON: https://directindex.org/api/direct/mucha.eu
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Mo-Su 10:00-18:00 (closed now) (from OpenStreetMap)
- Phone: +420775878618

## 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 | 9 | 25 |
| Actionable | 2 | 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/mucha.eu
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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/mucha.eu/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/mucha.eu/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=mucha.eu&force=1
