# Masala Panda: Agent-Direct Score B (73.8%)

Site: https://www.masalapanda.fi/
Report: https://directindex.org/r/masalapanda.fi
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Masala Panda is mostly ready for agents.

## Direct links
- Book: https://www.masalapanda.fi/reservation.php (on the business's own site)
- Menu: https://www.masalapanda.fi/dinner.php
- Phone: +358401603595

## What to fix first, by points
- **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
- **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, one block in the page head:

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Masala Panda",
  "url": "https://www.masalapanda.fi/",
  "telephone": "+358401603595",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Porarinkatu 3",
    "postalCode": "02650",
    "addressLocality": "Espoo"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 60.2252469,
    "longitude": 24.8196965
  },
  "openingHours": "Mo 11:00-14:30; Tu-Fr 11:00-21:00; Sa 12:00-21:00; Su 12:00-18:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday"
      ],
      "opens": "11:00",
      "closes": "14:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "11:00",
      "closes": "21:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "12:00",
      "closes": "21:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "12:00",
      "closes": "18:00"
    }
  ],
  "servesCuisine": [
    "asian"
  ],
  "acceptsReservations": "https://www.masalapanda.fi/reservation.php",
  "hasMenu": "https://www.masalapanda.fi/dinner.php",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.masalapanda.fi/reservation.php",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

llms.txt draft:

```
# Masala Panda

> restaurant (asian) in Porarinkatu 3 02650 Espoo, Helsinki. Phone +358401603595.

## Book or order directly

- Book: https://www.masalapanda.fi/reservation.php (on the business's own site)
- Menu: https://www.masalapanda.fi/dinner.php

## Opening hours

Mo 11:00-14:30; Tu-Fr 11:00-21:00; Sa 12:00-21:00; Su 12:00-18:00

## About

- Website: https://www.masalapanda.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.** There is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
Rank 109 of 927 in Helsinki (top 12%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 87% | yes |
| 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: Villa Lilla (C, 320 m, https://directindex.org/r/villalilla.fi); Kathmandu Palace (D, 479 m, https://directindex.org/r/kathmandupalace.fi); Tung Hing (D, 496 m, https://directindex.org/r/tunghing.fi); Taco Bell (D, 811 m, https://directindex.org/r/tacobell.fi); KFC (C, 820 m, https://directindex.org/r/kfc.co.uk); Yummy (F, 874 m, https://directindex.org/r/ravintolayummy.fi); Mandarin Palace (C, 889 m, https://directindex.org/r/mandarinpalace.fi); Ravintola Base (C, 928 m, https://directindex.org/r/ravintolabase.fi); Comfort Hotel Sello Ravintola (D, 934 m, https://directindex.org/r/sello.fi); Fuku Supreme (A, 955 m, https://directindex.org/r/fukusupreme.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

What an AI agent reads on this site: https://directindex.org/r/masalapanda.fi/agent-view

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 8 | 25 |
| actionable | 15 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 0 of 5: Not Ready. Cloudflare's report: https://isitagentready.com/masalapanda.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=masalapanda.fi&force=1