# Bento Boutique: Agent-Direct Score A (100%)

Site: http://www.bento.boutique/
Report: https://directindex.org/r/bento.boutique
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.)
Bento Boutique is ready for agents.
An AI assistant can open Bento Boutique's website. It can read what Bento Boutique offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://bento.boutique/catering/ (on the business's own site)
- Order directly: https://bento.boutique/catering/ (on the business's own site)
- Menu: https://bento.boutique/speisekarte/
- Phone: +49 69 24249888
- Hours, from OpenStreetMap · Overture Maps: Mon–Fri 11:00–14:30, 17:00–21:30; Sat–Sun closed
- Its menu mentions: vegan options, vegetarian dishes, allergens, a lunch or set menu
- Step-free access (OpenStreetMap)
- Languages: German, English
- WhatsApp: a link on the site

## Nearby, also direct
Places near Bento Boutique that take a booking or an order on their own website, with no marketplace in between.
- GO by Steffen Henssler Frankfurt (470 m): https://directindex.org/r/gobysteffenhenssler.com
- Kiichi Sushi Restaurant (720 m): https://directindex.org/r/kiichi.de
- Ento Sushi Frankfurt (1.1 km): https://directindex.org/r/ento.business

## What to fix first
- **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

## Fix kit: What to paste

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

```
# Bento Boutique

> restaurant (sushi) in Frankfurt. Phone +49 69 24249888.

## Book or order directly

- Book: https://bento.boutique/catering/ (on the business's own site)
- Order: https://bento.boutique/catering/ (on the business's own site)
- Menu: https://bento.boutique/speisekarte/

## Opening hours

Mo-Fr 11:00-14:30,17:00-21:30

## About

- Website: http://www.bento.boutique/
- 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 (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
3 of 1660 in Frankfurt. Top 1% 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 | 89% | yes |
| Publish the menu or price list as HTML | 74% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 87% | yes |
| Structured data with address, phone and hours | 50% | yes |
| Have an llms.txt | 27% | no |

Nearest places with a similar menu: Chilinh (D, 119 m, https://directindex.org/r/chilinh-restaurant.de); Kamon Sushi Bar (B, 434 m, https://directindex.org/r/kamon-ffm.de); GO by Steffen Henssler Frankfurt (B, 467 m, https://directindex.org/r/gobysteffenhenssler.com); Kiichi Sushi Restaurant (B, 717 m, https://directindex.org/r/kiichi.de); Takahumi (D, 804 m, https://directindex.org/r/takahumi.de); Moriki To Go (C, 935 m, https://directindex.org/r/moriki.de); Sushi Cross (F, 1074 m, https://directindex.org/r/sushi-cross.at); Ento Sushi Frankfurt (B, 1081 m, https://directindex.org/r/ento.business); Sushi 2 Go (D, 1137 m, https://directindex.org/r/sushi2go.de); Sushiko (F, 1260 m, https://directindex.org/r/frankfurt-sushi.de).

## 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.

The assistants were asked 12 everyday questions about Frankfurt and named 84 places. Bento Boutique wasn't one of them. See who was named: https://directindex.org/city/frankfurt/recommended


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

## Businesses like Bento Boutique in Frankfurt

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Frankfurt | 1660 | 50% | 22% | 100% |

The best of the businesses of the same kind in Frankfurt: Aarappar Restaurant (A 100%, https://directindex.org/r/aarappar.de); Asian Moon (A 100%, https://directindex.org/r/asiamoon.de); Bep's Viet (A 100%, https://directindex.org/r/bepsviet.com); Chichilas (A 100%, https://directindex.org/r/mexikanisches-restaurant.eu); Dal Rotti (A 100%, https://directindex.org/r/dalrotti.com).

## The direct record
What agents get for Bento Boutique, as JSON: https://directindex.org/api/direct/bento.boutique
- Book: https://bento.boutique/catering/ (own site; found by the scan of 2026-10-20, not yet tested)
- Order: https://bento.boutique/catering/ (own site; found by the scan of 2026-10-20, not yet tested)
- Menu: https://bento.boutique/speisekarte/ (html_page; from the scan)
- Hours: Mo-Fr 11:00-14:30,17:00-21:30 (closed now) (from OpenStreetMap)
- Phone: +49 69 24249888
- Stable links that count: https://directindex.org/go/bento.boutique/book, https://directindex.org/go/bento.boutique/order, https://directindex.org/go/bento.boutique/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

Found one hop past the home page: menu page /speisekarte/: 81 menu items in JSON-LD, 87 prices.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 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/bento.boutique
- 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/bento.boutique/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/bento.boutique/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=bento.boutique&force=1