# Banh Mi & Bubbles: Agent-Direct Score B (75.4%)

Site: https://www.banhmiandbubbles.de/
Report: https://directindex.org/r/banhmiandbubbles.de
Scanned: 2026-10-16 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Banh Mi & Bubbles is mostly ready for agents.
An AI assistant can open the website of Banh Mi & Bubbles. It finds no 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.banhmiandbubbles.de/events/bottomless-lunch-stuttgart/#termine (on the business's own site)
- Order directly: https://order.banhmiandbubbles.de/ (on the business's own site)
- Phone: +49 176 70133331

## What to fix first
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link 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, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## 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": "FastFoodRestaurant",
  "name": "Banh Mi & Bubbles",
  "url": "https://www.banhmiandbubbles.de/",
  "telephone": "+49 176 70133331",
  "email": "hello@banhmiandbubbles.de",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Eberhardstraße 65",
    "postalCode": "70173",
    "addressLocality": "Stuttgart"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.7730091,
    "longitude": 9.175708
  },
  "openingHours": "We,Th,Su,PH 12:00-21:00; Fr,Sa 12:00-01:00",
  "servesCuisine": [
    "vietnamese"
  ],
  "acceptsReservations": "https://www.banhmiandbubbles.de/events/bottomless-lunch-stuttgart/#termine",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.banhmiandbubbles.de/events/bottomless-lunch-stuttgart/#termine",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.banhmiandbubbles.de/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Banh Mi & Bubbles

> fast food restaurant (vietnamese) in Eberhardstraße 65 70173 Stuttgart, Stuttgart. Phone +49 176 70133331.

## Book or order directly

- Book: https://www.banhmiandbubbles.de/events/bottomless-lunch-stuttgart/#termine (on the business's own site)
- Order: https://order.banhmiandbubbles.de/ (on the business's own site)

## Opening hours

We,Th,Su,PH 12:00-21:00; Fr,Sa 12:00-01:00

## About

- Website: https://www.banhmiandbubbles.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 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
- **Booking on your own site.** Agents can book without a marketplace in the loop.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
99 of 755 in Stuttgart. Top 13% 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 | 90% | yes |
| Publish the menu or price list as HTML | 83% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 35% | no |
| Have an llms.txt | 30% | no |

Nearest places with a similar menu: DO's (F, 130 m, https://directindex.org/r/dos-stuttgart.de); Breitengrad 17 (D, 213 m, https://directindex.org/r/breitengrad17.de); Noodle 1 Dining (F, 242 m, https://directindex.org/r/noodle1.de); Cochin 1982 (A, 336 m, https://directindex.org/r/cochin1982.de); Thai Cuisine (D, 737 m, https://directindex.org/r/koenigsbau-passagen.de); Madame Hoa (B, 1098 m, https://directindex.org/r/madame-hoa.com); THE FISH SAUCE (C, 1146 m, https://directindex.org/r/the-fish-sauce.com); Soy Club (B, 1268 m, https://directindex.org/r/soyclub.de); Viet Wok (B, 1281 m, https://directindex.org/r/vietwokstuttgart.de); Sen Soul Kitchen (B, 1387 m, https://directindex.org/r/senstuttgart.de).

## 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 WordPress 59% (31% A or B, 38935 sites); This site 75.4%.

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

## Businesses like Banh Mi & Bubbles in Stuttgart

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Stuttgart | 755 | 54% | 26% | 75.4% |
| Sites built with WordPress in Stuttgart | 270 | 61% | 37% | 75.4% |

The best of the sites built with WordPress in Stuttgart: Amadeus (A 95.4%, https://directindex.org/r/amadeus-stuttgart.de); Hotel & Restaurant Adler (A 95.4%, https://directindex.org/r/adler-kornwestheim.de); La Cantinetta da Fata (A 95.4%, https://directindex.org/r/cantinetta-da-fata.de); Restaurant Weinstube Killesberg (A 95.4%, https://directindex.org/r/weinstube-killesberg.de); Tauberquelle (A 95.4%, https://directindex.org/r/tauberquelle-stuttgart.de).

With the two fixes above (No menu or price list found; Structured data is incomplete) the score would be about 95.4%: 3rd of 755 in Stuttgart, up from 99th.

## The direct record
What agents get for Banh Mi & Bubbles, as JSON: https://directindex.org/api/direct/banhmiandbubbles.de
- Book: https://www.banhmiandbubbles.de/events/bottomless-lunch-stuttgart/#termine (own site; found by the scan of 2026-10-16, not yet tested)
- Order: https://order.banhmiandbubbles.de/ (own site; found by the scan of 2026-10-16, not yet tested)
- Menu: none on record
- Hours: We,Th,Su,PH 12:00-21:00; Fr,Sa 12:00-01:00 (open now) (from OpenStreetMap)
- Phone: +49 176 70133331
- Stable links that count: https://directindex.org/go/banhmiandbubbles.de/book, https://directindex.org/go/banhmiandbubbles.de/order

## 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 | 15 | 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/banhmiandbubbles.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: 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/banhmiandbubbles.de/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/banhmiandbubbles.de/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=banhmiandbubbles.de&force=1