# パティスリー カフェ デリーモ 梅田店: Agent-Direct Score F (23.1%)

Site: http://www.de-limmo.jp
Report: https://directindex.org/r/de-limmo.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.)
パティスリー カフェ デリーモ 梅田店 is largely invisible to agents.
AI assistants can't open パティスリー カフェ デリーモ 梅田店's website, so they go by what other sites say about it.

## Direct links
- Order directly: https://de-limmo.jp/collections/order-products (on the business's own site)
- Phone: +81663464877
- Address: ハービスPlaza Ent 大阪府大阪市北区梅田2-2-22, 530-0001, 大阪市北区

## Nearby, also direct
Places near パティスリー カフェ デリーモ 梅田店 that take a booking or an order on their own website, with no marketplace in between.
- MYPLACE Cafe & Bar (130 m): https://directindex.org/r/hiltonjapan.co.jp

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. 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). Every assistant reads this block first, and the fix kit below has it filled in. 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 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": "LocalBusiness",
  "name": "パティスリー カフェ デリーモ 梅田店",
  "url": "http://www.de-limmo.jp",
  "telephone": "+81663464877",
  "address": "ハービスPlaza Ent 大阪府大阪市北区梅田2-2-22, 530-0001, 大阪市北区",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.699759,
    "longitude": 135.494551
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://de-limmo.jp/collections/order-products",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
1281 of 1766 in Osaka cafes and bars. Top 73% 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% | yes |
| Publish the menu or price list as HTML | 69% | no |
| 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: Antico Caffe Al Avis (D, 42 m, https://directindex.org/r/hakka-group.co.jp); ケンゾーエステイトワイナリー (D, 61 m, https://directindex.org/r/kenzoestate.jp); 勉強カフェ 大阪西梅田 (C, 82 m, https://directindex.org/r/benkyo-cafe-osaka.com); Stand del Caffé Corte (D, 99 m, https://directindex.org/r/synth.co.jp); Dressy Cafe Osaka (F, 107 m, https://directindex.org/r/pla-cole.wedding); Harney & Sons Tea Salon Kitte大阪店 (D, 113 m, https://directindex.org/r/harney.jp); Mlesna tea 大阪 (C, 115 m, https://directindex.org/r/mlesnatea-osaka.com); MYPLACE Cafe & Bar (C, 133 m, https://directindex.org/r/hiltonjapan.co.jp); @JP Cafe (F, 134 m, https://directindex.org/r/jp-kitte.jp); ヒルトンプラザイースト焼き肉・しゃぶしゃぶたちばな (F, 164 m, https://directindex.org/r/tcbn.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.


Compared with its peers: Sites built with Shopify 48% (26% A or B, 7656 sites); This site 23.1%.

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

## Businesses like パティスリー カフェ デリーモ 梅田店 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% | 5% | 23.1% |
| Sites built with Shopify in Osaka cafes and bars | 27 | 45% | 4% | 23.1% |

The best of the sites built with Shopify in Osaka cafes and bars: CAFEOLE (B 73.8%, https://directindex.org/r/studio-alsur.com); LiLo Coffee Roasters (C 61.5%, https://directindex.org/r/liloinveve.com); Kaguwa Coffee (C 55.4%, https://directindex.org/r/kaguwacoffee.jp); パールズ (C 55.4%, https://directindex.org/r/cafe-pearls.net); 宇治園喫茶去阪急三番街店 (C 55.4%, https://directindex.org/r/uji-en.co.jp).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; No menu or price list found), the score would be about 95.4%. That would be 8th of 1,766 in Osaka cafes and bars, up from 1281st.

## The direct record
What agents get for パティスリー カフェ デリーモ 梅田店, as JSON: https://directindex.org/api/direct/de-limmo.jp
- Book: none on record
- Order: https://de-limmo.jp/collections/order-products (own site; found by the scan of 2026-10-22, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +81663464877
- Stable links that count: https://directindex.org/go/de-limmo.jp/order

## 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

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 | 0 | 25 |
| Actionable | 15 | 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/de-limmo.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/de-limmo.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=de-limmo.jp&force=1