# 馬ール PERO: Agent-Direct Score C (67.7%)

Site: http://www.umapero.com
Report: https://directindex.org/r/umapero.com
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.)
馬ール PERO is partly visible to agents.
An AI assistant can open 馬ール PERO's website. It can read what 馬ール PERO offers. It finds a phone number, but no link to book or order online.

## Direct links
- Menu: https://umapero.com/#menu
- Phone: +81663604429
- Address: 北区曽根崎2丁目1-6, 530-0057, 大阪市北区

## Nearby, also direct
Places near 馬ール PERO that take a booking or an order on their own website, with no marketplace in between.
- 梅田お初天神大人の神戸牛焼肉 (60 m): https://directindex.org/r/otonanokobegyuyakiniku.com
- Hachiko Japanese Cuisine (120 m): https://directindex.org/r/hachiko73.co.jp

## What to fix first
- **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. 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. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+5 points) Missing: address, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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, 14% 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": "Organization",
  "name": "馬ール PERO",
  "url": "http://www.umapero.com",
  "telephone": "+81663604429",
  "address": "北区曽根崎2丁目1-6, 530-0057, 大阪市北区",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.69869228,
    "longitude": 135.50151323
  }
}
</script>
```

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

```
# 馬ール PERO

> organization in 北区曽根崎2丁目1-6, 530-0057, 大阪市北区, Osaka. Phone +81663604429.

## Book or order directly

- Menu: https://umapero.com/#menu

## About

- Website: http://www.umapero.com
- 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.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** phone
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
258 of 2989 in Osaka. Top 9% 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 | 62% | no |
| Publish the menu or price list as HTML | 77% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 26% | no |
| Have an llms.txt | 17% | no |

Nearest places in the index: 鳥よし茶屋 (F, 12 m, https://directindex.org/r/toricha.com); ビールと羊 (D, 36 m, https://directindex.org/r/beer-lamb.com); CCハウスなかしま (F, 62 m, https://directindex.org/r/cc-house.com); 梅田お初天神大人の神戸牛焼肉 (C, 62 m, https://directindex.org/r/otonanokobegyuyakiniku.com); 高良 (F, 70 m, https://directindex.org/r/my150p.com); グリル ロア (D, 95 m, https://directindex.org/r/grill-roy.jp); French Hana (D, 109 m, https://directindex.org/r/french-hana.jp); 日本酒・焼酎処酒肴旬菜一季 (D, 119 m, https://directindex.org/r/ikki-osaka.com); Hachiko Japanese Cuisine (B, 120 m, https://directindex.org/r/hachiko73.co.jp); つけ麺 三代目みさわ (D, 128 m, https://directindex.org/r/smile-c.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. 馬ール PERO wasn't one of them. See who was named: https://directindex.org/city/osaka/recommended


Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 67.7%.

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

## Businesses like 馬ール PERO in Osaka

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Osaka | 2989 | 36% | 7% | 67.7% |
| Sites built with WordPress in Osaka | 881 | 51% | 12% | 67.7% |

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); 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).

With the two fixes above (No booking or ordering link on the website; Structured data is incomplete), the score would be about 95.4%. That would be 7th of 2,989 in Osaka, up from 258th.

## The direct record
What agents get for 馬ール PERO, as JSON: https://directindex.org/api/direct/umapero.com
- Book: none on record
- Order: none on record
- Menu: https://umapero.com/#menu (html_page; from the scan)
- Hours: none on record
- Phone: +81663604429
- Stable links that count: https://directindex.org/go/umapero.com/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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 17 | 25 |
| Actionable | 2 | 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/umapero.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: 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/umapero.com/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/umapero.com/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=umapero.com&force=1