# Little Bangla: Agent-Direct Score C (56.9%)

Site: https://littlebangla.de/
Report: https://directindex.org/r/littlebangla.de
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.)
Little Bangla is partly visible to agents.

## Direct links
- Menu: https://littlebangla.de/wp-content/uploads/2026/03/Speisekarte-Little-Bangla-Neu.pdf

## 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
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **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": "Restaurant",
  "name": "Little Bangla",
  "url": "https://littlebangla.de/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Aachener Straße 427",
    "postalCode": "50933",
    "addressLocality": "Köln"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 50.9368239,
    "longitude": 6.9062253
  },
  "openingHours": "Mo-Su 12:00-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "12:00",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "bangladeshi"
  ],
  "hasMenu": "https://littlebangla.de/wp-content/uploads/2026/03/Speisekarte-Little-Bangla-Neu.pdf"
}
</script>
```

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

```
# Little Bangla

> restaurant (bangladeshi) in Aachener Straße 427 50933 Köln, Cologne.

## Book or order directly

- Menu: https://littlebangla.de/wp-content/uploads/2026/03/Speisekarte-Little-Bangla-Neu.pdf

## Opening hours

Mo-Su 12:00-21:00

## About

- Website: https://littlebangla.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

## Where it stands
404 of 1109 in Cologne. Top 36% 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 | 88% | no |
| Publish the menu or price list as HTML | 82% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 48% | no |
| Have an llms.txt | 24% | no |

Nearest places in the index: cantinetta osteria (C, 269 m, https://directindex.org/r/ameroncollection.com); Baron (B, 282 m, https://directindex.org/r/baron-imbisskult.de); Brauns (C, 627 m, https://directindex.org/r/brauns-koeln.de); Marienbild (D, 756 m, https://directindex.org/r/marienbild.de); Zippiri Weinbar (D, 841 m, https://directindex.org/r/zippiri.de); bento box (B, 919 m, https://directindex.org/r/bentobox.de); Culinarius (A, 938 m, https://directindex.org/r/culinarius-koeln.de); Haus Schwan (B, 946 m, https://directindex.org/r/haus-schwan.de); Quer durch's Beet (C, 1054 m, https://directindex.org/r/querdurchsbeet-koeln.de); Leobel's (C, 1104 m, https://directindex.org/r/leobels.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 57% (26% A or B, 35830 sites); This site 56.9%.

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

Read by AI agents 6 times this month.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 12 | 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/littlebangla.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

Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=littlebangla.de&force=1