# Single O: Agent-Direct Score B (73.8%)

Site: https://singleo.jp/
Report: https://directindex.org/r/singleo.jp
Scanned: 2026-10-25 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Single O is mostly ready for agents.
An AI assistant can open Single O's website. It can't find a 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://singleo.jp/products/250g-reservoir-blend (on the business's own site)
- Hours, from OpenStreetMap · Overture Maps: Mon–Tue closed; Wed–Sun 10:00–18:00

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai

## What the site tells visitors (Measured, not scored)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Tokyo, 12% of comparable sites declare one.

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Single O",
  "url": "https://singleo.jp/",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 35.6980363,
    "longitude": 139.8032577
  },
  "openingHours": "We-Su 10:00-18:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "10:00",
      "closes": "18:00"
    }
  ],
  "servesCuisine": [
    "breakfast"
  ],
  "acceptsReservations": "https://singleo.jp/products/250g-reservoir-blend",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://singleo.jp/products/250g-reservoir-blend",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## 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 (Organization).** no address, phone or hours in it
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
185 of 6499 in Tokyo cafes and bars. Top 3% 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 | 68% | yes |
| Publish the menu or price list as HTML | 66% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | yes |
| Structured data with address, phone and hours | 14% | no |
| Have an llms.txt | 21% | yes |

Nearest places in the index: サイド バイ サイド (F, 222 m, https://directindex.org/r/fc2.com); ワイン酒場サウスストリート (D, 328 m, https://directindex.org/r/wine-link.net); ORI TOKYO (D, 351 m, https://directindex.org/r/ori-tokyo.jp); Perk Shop (F, 559 m, https://directindex.org/r/perkshop.jp); ビーガン&ベジタリアンカフェ (F, 602 m, https://directindex.org/r/fete-guesthouse.com); いずみや茶舗 ～Izumiya-Chaho～ (F, 701 m, https://directindex.org/r/ocnk.net); 大人の寄り道 コミュニティスタンド ウラロジ (F, 729 m, https://directindex.org/r/acsset.co.jp); 両国SUNRIZE (C, 754 m, https://directindex.org/r/livehousesunrize.jp); Golf and Bar Faraway Ryogoku (F, 777 m, https://directindex.org/r/faraway-golf.com); SASAYA CAFE (F, 778 m, https://directindex.org/r/sasaya-cafe.com).

## 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.

Recommended when people ask: "The best specialty coffee in town, open right now." (Gemini)


Compared with its peers: Sites built with Shopify 48% (24% A or B, 13925 sites); This site 73.8%.

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

## Named by Gemini for "The best specialty coffee in town, open right now" in Tokyo cafes and bars, October 2026
- "The best specialty coffee in town, open right now." (2026-10-26): Gemini with a link to this site. https://directindex.org/city/tokyo-cafes-bars/recommended/specialty-coffee
Named by 1 of 3 assistants asked. Badge: https://directindex.org/badge/named/singleo.jp.svg

## Businesses like Single O in Tokyo cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Tokyo cafes and bars | 6499 | 35% | 5% | 73.8% |
| Sites built with Shopify in Tokyo cafes and bars | 169 | 46% | 6% | 73.8% |

The best of the sites built with Shopify in Tokyo cafes and bars: Bonpoint (A 90.8%, https://directindex.org/r/bonpoint.com); Cellar Door Aoyama (B 84.6%, https://directindex.org/r/cellardoorfinewine.jp); ゴントラン シェリエ ジャポン (B 84.6%, https://directindex.org/r/gontrancherrier.jp); The Coffee Bean & Tea Leaf (B 81.3%, https://directindex.org/r/coffeebean.com); 祇園 北川半兵衞 Online (B 75.4%, https://directindex.org/r/gion-kitagwahanbee.com).

With the two fixes above (Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 5th of 6,499 in Tokyo cafes and bars, up from 185th.

## The direct record
What agents get for Single O, as JSON: https://directindex.org/api/direct/singleo.jp
- Book: https://singleo.jp/products/250g-reservoir-blend (own site; found by the scan of 2026-10-25, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: We-Su 10:00-18:00 (closed now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/singleo.jp/book

## 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): yes
- 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 | 8 | 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/singleo.jp
- 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: yes
- 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: yes
- OAuth protected resource metadata: yes
- 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: yes
- JSON-LD for the business: yes

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