# Mandarin Palace: Agent-Direct Score C (55.4%)

Site: https://mandarinpalace.fi/
Report: https://directindex.org/r/mandarinpalace.fi
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Mandarin Palace is partly visible to agents.

## Direct links
- Menu: https://mandarinpalace.fi/
- Phone: +358 9 878 6889

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering only through wolt.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **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": "Mandarin Palace",
  "url": "https://mandarinpalace.fi/",
  "telephone": "+358 9 878 6889",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Leppävaarankatu 3-9",
    "postalCode": "02600",
    "addressLocality": "Espoo"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 60.2182818,
    "longitude": 24.8117863
  },
  "openingHours": "Mo-Fr 10:30-21:00; Sa 11:00-20:00; Su 12:00-18:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "10:30",
      "closes": "21:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "11:00",
      "closes": "20:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "12:00",
      "closes": "18:00"
    }
  ],
  "servesCuisine": [
    "asian"
  ],
  "hasMenu": "https://mandarinpalace.fi/"
}
</script>
```

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

```
# Mandarin Palace

> restaurant (asian) in Leppävaarankatu 3-9 02600 Espoo, Helsinki. Phone +358 9 878 6889.

## Book or order directly

- Menu: https://mandarinpalace.fi/

## Opening hours

Mo-Fr 10:30-21:00; Sa 11:00-20:00; Su 12:00-18:00

## About

- Website: https://mandarinpalace.fi/
- 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.
- **Menu or price list with prices on the page.** Agents can read items and prices directly.

## Where it stands
360 of 927 in Helsinki. Top 39% 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 | 87% | no |
| Publish the menu or price list as HTML | 86% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 43% | no |
| Have an llms.txt | 20% | no |

Nearest places in the index: Yummy (F, 50 m, https://directindex.org/r/ravintolayummy.fi); Ravintola Base (C, 64 m, https://directindex.org/r/ravintolabase.fi); KFC (C, 85 m, https://directindex.org/r/kfc.co.uk); Comfort Hotel Sello Ravintola (D, 89 m, https://directindex.org/r/sello.fi); Taco Bell (D, 92 m, https://directindex.org/r/tacobell.fi); Fuku Supreme (A, 100 m, https://directindex.org/r/fukusupreme.com); Sizzle Station (C, 167 m, https://directindex.org/r/sizzlestation.com); Nepal Palace (C, 169 m, https://directindex.org/r/nepalpalace.fi); Il Gabbiano (F, 176 m, https://directindex.org/r/ilgabbiano.fi); Lime Leaf (C, 182 m, https://directindex.org/r/limerestaurants.fi).

## 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 WordPress 57% (26% A or B, 35830 sites); Sites using Wolt 59% (22% A or B, 378 sites); This site 55.4%.

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 3 | 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/mandarinpalace.fi
- 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: no

Deep report: https://directindex.org/r/mandarinpalace.fi/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=mandarinpalace.fi&force=1