# Cafe Click & Clack: Agent-Direct Score D (51.2%)

Site: http://click-clack.co/
Report: https://directindex.org/r/click-clack.co
Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Cafe Click & Clack is hard for agents to use.
Some AI assistants are turned away by Cafe Click & Clack's website. It can read what Cafe Click & Clack offers. It can't find a link to book or order online.

## Direct links
- Menu: https://click-clack.co/menu

## Nearby, also direct
Places near Cafe Click & Clack that take a booking or an order on their own website, with no marketplace in between.
- タリーズコーヒー 大阪赤十字病院店 (330 m): https://directindex.org/r/jrc.or.jp

## What to fix first
- **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. 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
- **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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

## 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 Osaka, 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": "Cafe Click & Clack",
  "url": "http://click-clack.co/",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.6656361,
    "longitude": 135.5288864
  },
  "hasMenu": "https://click-clack.co/menu"
}
</script>
```

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

```
# Cafe Click & Clack

> cafe or coffee shop in Osaka cafes and bars.

## Book or order directly

- Menu: https://click-clack.co/menu

## About

- Website: http://click-clack.co/
- 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.
- **Structured data found (Organization).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
382 of 1766 in Osaka cafes and bars. Top 22% 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 | 61% | no |
| Publish the menu or price list as HTML | 70% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | no |
| Structured data with address, phone and hours | 27% | no |
| Have an llms.txt | 19% | no |

Nearest places in the index: 大阪屋台居酒屋 満マル 鶴橋駅前店 (F, 200 m, https://directindex.org/r/eat-factory.com); The Old Bridge (F, 221 m, https://directindex.org/r/osakabarandpub.com); sillacafe_studio (D, 253 m, https://directindex.org/r/sillajapan.com); 喫茶 ボン (D, 257 m, https://directindex.org/r/tsurushin.com); 居酒や ぶあいそう (D, 282 m, https://directindex.org/r/buaisou.jp); タリーズコーヒー 大阪赤十字病院店 (C, 327 m, https://directindex.org/r/jrc.or.jp); 錢屋カフヱー (D, 639 m, https://directindex.org/r/zeniyahompo.com); スンちゃんカフェ (C, 789 m, https://directindex.org/r/sunchancafe.com); チャイナビストロワンスープ (D, 843 m, https://directindex.org/r/calm-design.jp); 近鉄上本町ファミリービアガーデン (C, 850 m, https://directindex.org/r/ue6fbgarden.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.


Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 51.2%.

See what an AI agent reads on this site: https://directindex.org/r/click-clack.co/agent-view

## Businesses like Cafe Click & Clack in Osaka cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Osaka cafes and bars | 1766 | 34% | 6% | 51.2% |
| Sites built with WordPress in Osaka cafes and bars | 510 | 49% | 10% | 51.2% |

The best of the sites built with WordPress in Osaka cafes and bars: LOHE (A 100%, https://directindex.org/r/lohe.jp); NaturalWine, Spice & Okonomiyaki Pasania- パセミヤ (A 100%, https://directindex.org/r/pasania.osaka); takoyaki&bar poulpe たこ焼き&バー プルプ (A 100%, https://directindex.org/r/takoyaki-poulpe.com); くさのね劇場 (A 100%, https://directindex.org/r/kusanone-0912.com); こにし家 (A 100%, https://directindex.org/r/konishi-osaka.com).

With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 8th of 1,766 in Osaka cafes and bars, up from 382nd.

## The direct record
What agents get for Cafe Click & Clack, as JSON: https://directindex.org/api/direct/click-clack.co
- Book: none on record
- Order: none on record
- Menu: https://click-clack.co/menu (html_page; from the scan)
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/click-clack.co/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 /menu: almost no text without JavaScript.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 18.3 | 25 |
| Readable | 15 | 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/click-clack.co
- 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/click-clack.co/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/click-clack.co/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=click-clack.co&force=1