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

Site: https://www.blueeyedpanda.co.uk/
Report: https://directindex.org/r/blueeyedpanda.co.uk
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.)
Blue Eyed Panda is mostly ready for agents.

## Direct links
- Order directly: https://www.blueeyedpanda.co.uk/takeaway.php (on the business's own site)
- Menu: https://www.blueeyedpanda.co.uk/our-menus.php
- Phone: 01612078788

## 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
- **Booking only through thefork.** (no points, still worth doing) 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/book-direct-on-your-own-website
- **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": "Blue Eyed Panda",
  "url": "https://www.blueeyedpanda.co.uk/",
  "telephone": "01612078788",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Jersey Street 3",
    "postalCode": "M4 6JA",
    "addressLocality": "Manchester"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 53.4835686,
    "longitude": -2.2291567
  },
  "servesCuisine": [
    "chinese"
  ],
  "hasMenu": "https://www.blueeyedpanda.co.uk/our-menus.php",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.blueeyedpanda.co.uk/takeaway.php",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Blue Eyed Panda

> restaurant (chinese) in Jersey Street 3 M4 6JA Manchester, Manchester. Phone 01612078788.

## Book or order directly

- Order: https://www.blueeyedpanda.co.uk/takeaway.php (on the business's own site)
- Menu: https://www.blueeyedpanda.co.uk/our-menus.php

## About

- Website: https://www.blueeyedpanda.co.uk/
- 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.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
69 of 264 in Manchester. Top 26% 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 | 100% | yes |
| Publish the menu or price list as HTML | 85% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes |
| Structured data with address, phone and hours | 63% | no |
| Have an llms.txt | 33% | no |

Nearest places in the index: Viet Shack (B, 49 m, https://directindex.org/r/vietshackrestaurant.co.uk); Canto (A, 74 m, https://directindex.org/r/cantorestaurant.com); Butter Bird (B, 109 m, https://directindex.org/r/butterbird.co.uk); Elnecot (B, 132 m, https://directindex.org/r/elnecot.com); Soots (B, 315 m, https://directindex.org/r/sootsmcr.com); Cardinal Rule (D, 335 m, https://directindex.org/r/cardinalrule.co.uk); The Green Lab (C, 384 m, https://directindex.org/r/thegreenlabnq.com); Noi Quattro (C, 447 m, https://directindex.org/r/noiquattro.co.uk); Pieminister (B, 463 m, https://directindex.org/r/pieminister.co.uk); Bundobust (B, 465 m, https://directindex.org/r/bundobust.com).

## 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 using TheFork 60% (23% A or B, 574 sites); This site 73.8%.

See what an AI agent reads on this site: https://directindex.org/r/blueeyedpanda.co.uk/agent-view

## Businesses like Blue Eyed Panda in Manchester

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Manchester | 264 | 54% | 41% | 73.8% |
| Using TheFork in Manchester | 1 | 74% | 100% | 73.8% |

The best of Same kind in Manchester: Wagamama (A 100%, https://directindex.org/r/wagamama.com); Olio (A 97.5%, https://directindex.org/r/olioflames.co.uk); Ban Di Bul (A 96.3%, https://directindex.org/r/bandibul.co.uk); Fazenda (A 96.3%, https://directindex.org/r/fogodechao.uk); Thai Spice (A 96.3%, https://directindex.org/r/thai-spice.co.uk).

With the fix above (No structured data for the business) the score would be about 95.4%: 6th of 264 in Manchester, up from 69th.

## The direct record
What agents get for Blue Eyed Panda, as JSON: https://directindex.org/api/direct/blueeyedpanda.co.uk
- Book: none on record
- Order: https://www.blueeyedpanda.co.uk/takeaway.php (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.blueeyedpanda.co.uk/our-menus.php (html_page; from the scan)
- Hours: none on record
- Phone: 01612078788
- Stable links that count: https://directindex.org/go/blueeyedpanda.co.uk/order, https://directindex.org/go/blueeyedpanda.co.uk/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 | 8 | 25 |
| Actionable | 15 | 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/blueeyedpanda.co.uk
- 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

Deep report: https://directindex.org/r/blueeyedpanda.co.uk/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=blueeyedpanda.co.uk&force=1