# The Pink Panther: Agent-Direct Score C (59.5%)

Site: http://www.thepinkpanther.sg/
Report: https://directindex.org/r/thepinkpanther.sg
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.)
The Pink Panther is partly visible to agents.
Some AI assistants are turned away by The Pink Panther's website. It can read what The Pink Panther offers. It finds a way to book or order directly, through Eat App.

## Direct links
- Book directly: https://eatapp.co/reserve/the-pink-panther-5298b6 (through eatapp acting for the business)
- Menu: https://thepinkpanther.sg/?page_id=193
- Phone: +6591116995
- Address: 86 Robertson Quay, #01-04, 238245, Singapore
- WhatsApp: a link on the site

## Nearby, also direct
Places near The Pink Panther that take a booking or an order on their own website, with no marketplace in between.
- Vibez Bistro Bar (600 m): https://directindex.org/r/vibezbistro.com
- Siam Square Mookata (1.1 km): https://directindex.org/r/siamsquaremookata.com.sg
- Sakon Thai Village @ Tiong Bahru Plaza (1.2 km): https://directindex.org/r/gv.com.sg
- Kin Tub Thai Mookata (1.4 km): https://directindex.org/r/kintubmookata.com
- Bangkok Jam - Plaza Singapura (1.4 km): https://directindex.org/r/bangkokjam.com.sg

## What to fix first
- **No structured data for the business.** (+15 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering through an unrecognised third party.** (+5 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **The server turns AI crawlers away at the door.** (+3.3 points) Requests as GPTBot (http_429) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing

## 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": "The Pink Panther",
  "url": "http://www.thepinkpanther.sg/",
  "telephone": "+6591116995",
  "address": "86 Robertson Quay, #01-04, 238245, Singapore",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 1.29027621,
    "longitude": 103.8369771
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://eatapp.co/reserve/the-pink-panther-5298b6",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through eatapp on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
1268 of 2660 in Singapore. Top 48% 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 | 97% | yes |
| Publish the menu or price list as HTML | 89% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | no |
| Structured data with address, phone and hours | 53% | no |
| Have an llms.txt | 49% | yes |

Nearest places with a similar menu: Vibez Bistro Bar (C, 602 m, https://directindex.org/r/vibezbistro.com); Little Elephant Thai Bistro (F, 739 m, https://directindex.org/r/littleelephant.sg); Siam Square Mookata (B, 1142 m, https://directindex.org/r/siamsquaremookata.com.sg); Sakon Thai Village @ Tiong Bahru Plaza (F, 1163 m, https://directindex.org/r/gv.com.sg); Absolute Thai (D, 1200 m, https://directindex.org/r/absolutethai.com.my); Kin Tub Thai Mookata (A, 1413 m, https://directindex.org/r/kintubmookata.com); Bangkok Jam - Plaza Singapura (B, 1422 m, https://directindex.org/r/bangkokjam.com.sg); 66 ThongLor -Thai Restaurant & Bar (A, 1609 m, https://directindex.org/r/66thonglor.com); Bold Thai (B, 1651 m, https://directindex.org/r/boldthai.com); IM JAI by Pun Im (F, 1854 m, https://directindex.org/r/imjaisg.com).

## 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 22 everyday questions about Singapore and named 155 places. The Pink Panther wasn't one of them. See who was named: https://directindex.org/city/singapore/recommended


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236086 sites); Sites using Eat App 74% (65% A or B, 82 sites); This site 59.5%.

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

## Businesses like The Pink Panther in Singapore

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Singapore | 2660 | 54% | 34% | 59.5% |
| Sites built with WordPress in Singapore | 852 | 63% | 41% | 59.5% |
| Sites using Eat App in Singapore | 3 | 67% | 33% | 59.5% |
| Sites built with WordPress and using Eat App in Singapore | 1 | 60% | 0% | 59.5% |

The best of the sites built with WordPress in Singapore: Akasa | Indian Restaurant Singapore (A 100%, https://directindex.org/r/akasa.sg); Artemis Grill and Sky Bar (A 100%, https://directindex.org/r/artemisgrill.com.sg); Awadh (A 100%, https://directindex.org/r/themanor.sg); Byblos Grill (A 100%, https://directindex.org/r/byblosgrillsg.com); COCA Restaurant (A 100%, https://directindex.org/r/coca.com.sg).

With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 48th of 2,660 in Singapore, up from 1268th.

## The direct record
What agents get for The Pink Panther, as JSON: https://directindex.org/api/direct/thepinkpanther.sg
- Book: https://eatapp.co/reserve/the-pink-panther-5298b6 (vendor on own site: Eat App; found by the scan of 2026-10-22, not yet tested)
- Order: none on record
- Menu: https://thepinkpanther.sg/?page_id=193 (html_page; from the scan)
- Hours: none on record
- Phone: +6591116995
- Stable links that count: https://directindex.org/go/thepinkpanther.sg/book, https://directindex.org/go/thepinkpanther.sg/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
- Vendor terms for agents, Eat App: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 21.7 | 25 |
| Readable | 7 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/thepinkpanther.sg
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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: yes
- 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

Keep watching this business (https://directindex.org/r/thepinkpanther.sg/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/thepinkpanther.sg/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=thepinkpanther.sg&force=1