# Blue Bottle Coffee: Agent-Direct Score F (7.7%)

Site: https://store.bluebottlecoffee.jp/pages/umeda-chayamachi
Report: https://directindex.org/r/bluebottlecoffee.jp
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.)
Blue Bottle Coffee is largely invisible to agents.
AI assistants cannot open the website of Blue Bottle Coffee, so they rely on what other sites say about it.

## What to fix first
- **The site turns every visitor without a browser away, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge); only a real browser got the page. Every AI crawler and agent is turned away the same way, so Reachable scores 0 and the rest is measured on the rendered page. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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
- **Ordering only through ubereats.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Menu or price list lives on another site.** (+5 points) The link points to bluebottlecoffee.co.jp, so the credit and the traffic go there. Guide: https://directindex.org/guides/menu-pdf-ai

## 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": "Blue Bottle Coffee",
  "url": "https://store.bluebottlecoffee.jp/pages/umeda-chayamachi",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.7077414,
    "longitude": 135.4981894
  },
  "openingHours": "Mo-Su 08:00-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "08:00",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "coffee shop"
  ],
  "hasMenu": "http://bluebottlecoffee.co.jp/menu/jp/umeda.html"
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.
- **Uber Eats works with agents through its partners.** Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Read 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them.

## Where it stands
190 of 198 in Osaka cafes and bars. Top 96% 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 | 75% | no |
| Publish the menu or price list as HTML | 75% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 90% | no |
| Structured data with address, phone and hours | 25% | no |
| Have an llms.txt | 5% | no |

Nearest places in the index: ザ シティ ベーカリー (D, 130 m, https://directindex.org/r/thecitybakery.jp); お酒処 ひら井 (D, 278 m, https://directindex.org/r/hirai-umekita.com); てつたろう (B, 324 m, https://directindex.org/r/tetsutarou.com); Cafe Blue NYC (F, 396 m, https://directindex.org/r/aurajapon.com); Over The Century (F, 466 m, https://directindex.org/r/expireddomains.com); ハライソ (F, 480 m, https://directindex.org/r/haraiso4345.com); neel中崎町 (F, 494 m, https://directindex.org/r/neel.coffee); Craft Beer Base leaf (D, 495 m, https://directindex.org/r/umekita.com); うさぎカフェ (D, 512 m, https://directindex.org/r/usa-cafe.com); 89cafe (C, 520 m, https://directindex.org/r/89cafe.com).

## 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 48% (26% A or B, 2586 sites); Sites using Uber Eats 62% (32% A or B, 985 sites); This site 7.7%.

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

## Businesses like Blue Bottle Coffee in Osaka cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Osaka cafes and bars | 198 | 45% | 10% | 7.7% |
| Sites built with Shopify in Osaka cafes and bars | 3 | 15% | 0% | 7.7% |
| Sites using Uber Eats in Osaka cafes and bars | 2 | 26% | 0% | 7.7% |
| Sites built with Shopify and using Uber Eats in Osaka cafes and bars | 1 | 8% | 0% | 7.7% |

The best of the businesses of the same kind in Osaka cafes and bars: ファイナルファンタジー エオルゼアカフェ in OSAKA (A 92.3%, https://directindex.org/r/pasela.co.jp); あひる珈琲 (B 84.6%, https://directindex.org/r/ahirucoffee.com); くいしんぼう三姉妹 さりま (B 84.6%, https://directindex.org/r/kuisinbou3sisters-sarima.com); ねことカフェ大阪天王寺店 (B 84.6%, https://directindex.org/r/cat-cafe.org); ゲームバーPicoty 大阪梅田 (B 84.3%, https://directindex.org/r/gamebar-picoty.com).

With the three fixes above (The site turns every visitor without a browser away, AI agents included; No structured data for the business; Ordering only through ubereats) the score would be about 87.7%: 2nd of 198 in Osaka cafes and bars, up from 190th.

## The direct record
What agents get for Blue Bottle Coffee, as JSON: https://directindex.org/api/direct/bluebottlecoffee.jp
- Book: none on record
- Order: none on record
- Menu: http://bluebottlecoffee.co.jp/menu/jp/umeda.html (external; from the scan)
- Hours: Mo-Su 08:00-21:00 (closed now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/bluebottlecoffee.jp/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
- Vendor terms for agents, Uber Eats: Through partners. Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Read 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 2 | 25 |
| Actionable | 3 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

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