# Bonjour Tokyo Bar: Agent-Direct Score F (28.2%)

Site: https://bonjourtokyo.com/
Report: https://directindex.org/r/bonjourtokyo.com
Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Bonjour Tokyo Bar is largely invisible to agents.
Some AI assistants are turned away by the website of Bonjour Tokyo Bar. It finds no menu or price list, so it answers from other sites. It finds no link to book or order online.

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No booking or ordering link on the website.** (+15 points) Agents find no link to follow on the site. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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
- **The server turns AI crawlers away at the door.** (+6.7 points) Live fetches as GPTBot (http_403), ClaudeBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing

## 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": "BarOrPub",
  "name": "Bonjour Tokyo Bar",
  "url": "https://bonjourtokyo.com/",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 35.738455,
    "longitude": 139.7484511
  },
  "openingHours": "Tu-Sa 19:00-23:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "19:00",
      "closes": "23:00"
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.

## Where it stands
256 of 311 in Tokyo cafes and bars. Top 82% 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 | 78% | no |
| Publish the menu or price list as HTML | 84% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | no |
| Structured data with address, phone and hours | 13% | no |
| Have an llms.txt | 0% | yes |

Nearest places in the index: ASOBAKO (F, 1105 m, https://directindex.org/r/asobako.com); Jazz Kissa Eigakan (D, 1856 m, https://directindex.org/r/jazzeigakan.com); TITANS (F, 2000 m, https://directindex.org/r/beertitans.com); HAGISO (C, 2082 m, https://directindex.org/r/hagiso.com); シアトルエスプレスカフェ お茶の水女子大学 (C, 2483 m, https://directindex.org/r/seattlecoffee.co.jp); Swallowtail Butlers Cafe (B, 2791 m, https://directindex.org/r/butlers-cafe.jp); The Bar Ocean's (D, 2841 m, https://directindex.org/r/baroceans.com); Chanabe Cafe Kagurazaka Saryo Ikebukuro Sunshine City Store (F, 2878 m, https://directindex.org/r/saryo.jp); 秋吉 (D, 3004 m, https://directindex.org/r/akiyoshi.co.jp); Capcom Cafe (D, 3019 m, https://directindex.org/r/capcom.co.jp).

## 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.

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

## Businesses like Bonjour Tokyo Bar in Tokyo cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Tokyo cafes and bars | 311 | 42% | 6% | 28.2% |

The best of the businesses of the same kind in Tokyo cafes and bars: Soak (A 92.3%, https://directindex.org/r/soaks.tokyo); Spincoaster Music Bar Shinjuku (A 90.8%, https://directindex.org/r/spincoaster.com); 和神 (A 86.2%, https://directindex.org/r/wazin.jp); 早苗 (A 86.2%, https://directindex.org/r/waseda-sanae.com); 食品サンプル製作体験カフェ (B 84.6%, https://directindex.org/r/foodsamplecafe.com).

With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found) the score would be about 85.1%: 5th of 311 in Tokyo cafes and bars, up from 256th.

## The direct record
What agents get for Bonjour Tokyo Bar, as JSON: https://directindex.org/api/direct/bonjourtokyo.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Tu-Sa 19:00-23:00 (closed now) (from OpenStreetMap)
- Phone: none on record

## 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 | 18.3 | 25 |
| Readable | 0 | 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/bonjourtokyo.com
- 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: 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: 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: no

Keep watching this business (https://directindex.org/r/bonjourtokyo.com/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/bonjourtokyo.com/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=bonjourtokyo.com&force=1