# Man Versus Machine Coffee Roasters: Agent-Direct Score C (61.5%)

Site: https://mvsm.coffee/
Report: https://directindex.org/r/mvsm.coffee
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.)
Man Versus Machine Coffee Roasters is partly visible to agents.

## Direct links
- Menu: https://mvsm.coffee/
- Phone: +49 89 54847777

## What to fix first
- **No booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering 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

## 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": "Man Versus Machine Coffee Roasters",
  "url": "https://mvsm.coffee/",
  "telephone": "+49 89 54847777",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Müllerstraße 23",
    "postalCode": "80469"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.1309884,
    "longitude": 11.5711081
  },
  "openingHours": "Mo-Fr 08:00-18:00; Sa-Su 09:00-18:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "08:00",
      "closes": "18:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "09:00",
      "closes": "18:00"
    }
  ],
  "servesCuisine": [
    "coffee shop"
  ],
  "hasMenu": "https://mvsm.coffee/"
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Organization).** but without address, phone or hours
- **Menu or price list with prices on the page.** Agents can read items and prices directly.

## Where it stands
104 of 537 in Munich cafes and bars. Top 19% 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 | 80% | no |
| Publish the menu or price list as HTML | 76% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 85% | yes |
| Structured data with address, phone and hours | 26% | no |
| Have an llms.txt | 26% | yes |

Nearest places with a similar menu: Trachtenvogl (C, 406 m, https://directindex.org/r/trachtenvogl.de); Starbucks (F, 421 m, https://directindex.org/r/starbucks.com); Patolli (D, 432 m, https://directindex.org/r/patolli.net); Baader Cafe (F, 488 m, https://directindex.org/r/baadercafe.de); Lea Zapf Marktpatisserie (F, 543 m, https://directindex.org/r/leazapf.de); Kaffeerösterei Viktualienmarkt (D, 558 m, https://directindex.org/r/kaffee-muenchen.de); Segafredo (C, 578 m, https://directindex.org/r/segafredo.it); sweet spot kaffee (B, 721 m, https://directindex.org/r/sweetspotkaffee.de); Valle Uno (F, 802 m, https://directindex.org/r/valleuno.de); Vits (D, 874 m, https://directindex.org/r/vits.coffee).

## 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.

Against its peers: Sites built with Shopify 61% (36% A or B, 1336 sites); This site 61.5%.

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

## Businesses like Man Versus Machine Coffee Roasters in Munich cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Munich cafes and bars | 537 | 41% | 10% | 61.5% |
| Built with Shopify in Munich cafes and bars | 18 | 57% | 11% | 61.5% |

The best of Built with Shopify in Munich cafes and bars: SUPREMO KAFFEERÖSTEREI & CAFÉ (A 87.5%, https://directindex.org/r/supremo.coffee); Stehausschank Gärtnerplatz (B 76.9%, https://directindex.org/r/giesinger-braeu.de); Daily Matcha (C 61.5%, https://directindex.org/r/dailymatcha.de); Kuchentratsch (C 61.5%, https://directindex.org/r/kuchentratsch.com); Neosociety (C 61.5%, https://directindex.org/r/neosocietymunich.de).

With the two fixes above (No booking or ordering path at all; Structured data is incomplete) the score would be about 95.4%: first of 537 in Munich cafes and bars.

## The direct record
What agents get for Man Versus Machine Coffee Roasters, as JSON: https://directindex.org/api/direct/mvsm.coffee
- Book: none on record
- Order: none on record
- Menu: https://mvsm.coffee/ (html_inline; from the scan)
- Hours: Mo-Fr 08:00-18:00; Sa-Su 09:00-18:00 (closed now) (from OpenStreetMap)
- Phone: +49 89 54847777
- Stable links that count: https://directindex.org/go/mvsm.coffee/menu

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 0 | 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/mvsm.coffee
- 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: yes
- 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: yes
- OAuth protected resource metadata: yes
- 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: yes
- JSON-LD for the business: yes

Deep report: https://directindex.org/r/mvsm.coffee/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=mvsm.coffee&force=1