# Pancake days: Agent-Direct Score D (45.7%)

Site: http://www.pancakedays.jp
Report: https://directindex.org/r/pancakedays.jp
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Pancake days is hard for agents to use.
Some AI assistants are turned away by Pancake days's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

## Direct links
- Phone: +81664623989
- Address: 大阪府大阪市此花区島屋６丁目２−６１, 554-0024, 大阪市此花区

## Nearby, also direct
Places near Pancake days that take a booking or an order on their own website, with no marketplace in between.
- Buffet Dining Akala (20 m): https://directindex.org/r/parkfront-hotel.com
- SHAKE SHACK (40 m): https://directindex.org/r/shakeshack.jp
- Bubba Gump Shrimp Company (130 m): https://directindex.org/r/bubbagump.com

## 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
- **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
- **The server turns AI crawlers away at the door.** (+3.3 points) Requests as 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

## 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": "Organization",
  "name": "Pancake days",
  "url": "http://www.pancakedays.jp",
  "telephone": "+81664623989",
  "address": "大阪府大阪市此花区島屋６丁目２−６１, 554-0024, 大阪市此花区",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.667727,
    "longitude": 135.437134
  }
}
</script>
```

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

```
# Pancake days

> organization in 大阪府大阪市此花区島屋６丁目２−６１, 554-0024, 大阪市此花区, Osaka. Phone +81664623989.

## About

- Website: http://www.pancakedays.jp
- 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

## Where it stands
1219 of 3292 in Osaka. Top 37% 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 | 63% | no |
| Publish the menu or price list as HTML | 79% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | no |
| Structured data with address, phone and hours | 24% | no |
| Have an llms.txt | 15% | no |

Nearest places in the index: やまちゃん ユニバーサル・シティーウォーク大阪Tm店 (C, 4 m, https://directindex.org/r/takoyaki-yamachan.net); Buffet Dining Akala (D, 18 m, https://directindex.org/r/parkfront-hotel.com); SHAKE SHACK (B, 36 m, https://directindex.org/r/shakeshack.jp); 串家物語 ユニバーサル・シティウォーク大阪Tm店 (F, 73 m, https://directindex.org/r/kushi-ya.com); しのぶ庵 (F, 73 m, https://directindex.org/r/mm-foods.net); Red Lobster (D, 88 m, https://directindex.org/r/redlobster.com); たこ焼玉屋 ユニバーサル・シティウォーク大阪TM店 (D, 100 m, https://directindex.org/r/tamaya08.com); Nene Chicken (D, 112 m, https://directindex.org/r/nenechicken.jp); Bubba Gump Shrimp Company (B, 131 m, https://directindex.org/r/bubbagump.com); アミティ・ランディング・レストラン (F, 574 m, https://directindex.org/r/usj.co.jp).

## 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 Osaka and named 61 places. Pancake days wasn't one of them. See who was named: https://directindex.org/city/osaka/recommended


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); This site 45.7%.

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

## Businesses like Pancake days in Osaka

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Osaka | 3292 | 37% | 7% | 45.7% |
| Sites built with WordPress in Osaka | 983 | 51% | 12% | 45.7% |

The best of the sites built with WordPress in Osaka: アカウシ (A 100%, https://directindex.org/r/steak-akaushi.com); パセミヤ (A 100%, https://directindex.org/r/pasania.osaka); 中津 和食とお酒 蒼 (A 100%, https://directindex.org/r/washokutoosake-ao.com); 天ぷら　ふか名 (A 100%, https://directindex.org/r/tempura-fukana.com); 新世界串カツ いっとく 難波千日前 (A 100%, https://directindex.org/r/ittoku94.co.jp).

With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; No menu or price list found), the score would be about 90.3%. That would be 21st of 3,292 in Osaka, up from 1219th.

## The direct record
What agents get for Pancake days, as JSON: https://directindex.org/api/direct/pancakedays.jp
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +81664623989

## 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 | 21.7 | 25 |
| Readable | 8 | 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/pancakedays.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: 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/pancakedays.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/pancakedays.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=pancakedays.jp&force=1