# Kafé Celsius: Agent-Direct Score B (80%)

Site: https://www.kafecelsius.no/
Report: https://directindex.org/r/kafecelsius.no
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Kafé Celsius is mostly ready for agents.

## Direct links
- Book directly: https://www.kafecelsius.no/booking (on the business's own site)
- Menu: https://www.kafecelsius.no/s/Winter-Menu-Kafe-Celsius.pdf
- Phone: +47 22424539

## What to fix first
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+2 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Kafé Celsius",
  "url": "https://www.kafecelsius.no/",
  "telephone": "+47 22424539",
  "email": "post@kafecelsius.no",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 59.910269,
    "longitude": 10.740319
  },
  "acceptsReservations": "https://www.kafecelsius.no/booking",
  "hasMenu": "https://www.kafecelsius.no/s/Winter-Menu-Kafe-Celsius.pdf",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.kafecelsius.no/booking",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Kafé Celsius

> restaurant in Oslo. Phone +47 22424539.

## Book or order directly

- Book: https://www.kafecelsius.no/booking (on the business's own site)
- Menu: https://www.kafecelsius.no/s/Winter-Menu-Kafe-Celsius.pdf

## About

- Website: https://www.kafecelsius.no/
- 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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (LocalBusiness).** address, opening hours
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
25 of 436 in Oslo. Top 6% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 89% | yes |
| Publish the menu or price list as HTML | 51% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 91% | yes |
| Structured data with address, phone and hours | 38% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: Revier (C, 98 m, https://directindex.org/r/revier.no); Camên (F, 123 m, https://directindex.org/r/camen.no); Statholderens Mat & Vinkjeller (D, 184 m, https://directindex.org/r/statholdergaarden.no); Fly Chicken (D, 214 m, https://directindex.org/r/flychicken.no); Kullt (F, 265 m, https://directindex.org/r/kullt.no); Jaipur (A, 277 m, https://directindex.org/r/jaipur.no); Max (C, 282 m, https://directindex.org/r/maxburgers.no); Posthallen (C, 289 m, https://directindex.org/r/posthallen.no); Genji Izakaya Ramen (B, 298 m, https://directindex.org/r/genji.no); Shanghai2K18 (C, 303 m, https://directindex.org/r/shanghai2k18.no).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Against its peers: Sites built with Squarespace 65% (48% A or B, 7098 sites); This site 80%.

See what an AI agent reads on this site: https://directindex.org/r/kafecelsius.no/agent-view

## Businesses like Kafé Celsius in Oslo

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Oslo | 436 | 53% | 17% | 80% |
| Built with Squarespace in Oslo | 89 | 63% | 27% | 80% |

The best of Built with Squarespace in Oslo: BA3 (A 93.8%, https://directindex.org/r/ba3.no); Smalhans (A 86.2%, https://directindex.org/r/smalhans.no); Amazonia by BAR (A 85%, https://directindex.org/r/amazoniabybar.no); Grotto (A 85%, https://directindex.org/r/grottooslo.no); FYR bistronomi & bar (B 81.5%, https://directindex.org/r/fyrbistronomi.no).

With the two fixes above (Menu or price list is a PDF; Structured data is incomplete) the score would be about 86.3%: 8th of 436 in Oslo, up from 25th.

## The direct record
What agents get for Kafé Celsius, as JSON: https://directindex.org/api/direct/kafecelsius.no
- Book: https://www.kafecelsius.no/booking (own site; could not verify: partial (2026-10-14))
- Order: none on record
- Menu: https://www.kafecelsius.no/s/Winter-Menu-Kafe-Celsius.pdf (pdf; from the scan)
- Hours: none on record
- Phone: +47 22424539
- Stable links that count: https://directindex.org/go/kafecelsius.no/book, https://directindex.org/go/kafecelsius.no/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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 17 | 25 |
| Actionable | 22 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/kafecelsius.no
- 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

Deep report: https://directindex.org/r/kafecelsius.no/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=kafecelsius.no&force=1