# Pan Pan: Agent-Direct Score C (66.2%)

Site: https://panpanoxford.com/
Report: https://directindex.org/r/panpanoxford.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Pan Pan is partly visible to agents.
An AI assistant can open Pan Pan's website. It can read what Pan Pan offers. It finds a way to book or order directly, through Dojo.

## Direct links
- Book directly: https://web.dojo.app/create_booking/vendor/4atkyuUnzAoJa-KaGwOwH9sosYPSmhRob9wPH6-XPeQ_restaurant?channelId=a27bfe90-d12f-4f26-86af-ef5ef69b743c&source=website (through dojo acting for the business)
- Menu: https://www.panpanoxford.com/
- Phone: +44 1865 203000
- Address: St Clements 43b OX4 1AG Oxford
- Hours, from OpenStreetMap: Mon–Sun 12:00–22:00

## Nearby, also direct
Places near Pan Pan that take a booking or an order on their own website, with no marketplace in between.
- Wagamama (1.1 km): https://directindex.org/r/wagamama.com
- Victors Restaurant And Bar (1.3 km): https://directindex.org/r/victors.co.uk
- Neds Noodle Bar (1.4 km): https://directindex.org/r/nedsnoodlebar.com
- Little Four Seasons (2.2 km): https://directindex.org/r/fs-restaurants.co.uk
- Kopitiam (3.5 km): https://directindex.org/r/kopitiamoxford.co.uk

## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering only through deliveroo.** (+5 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps

## 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": "Restaurant",
  "name": "Pan Pan",
  "url": "https://panpanoxford.com/",
  "telephone": "+44 1865 203000",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "St Clements 43b",
    "postalCode": "OX4 1AG",
    "addressLocality": "Oxford"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.7503739,
    "longitude": -1.2417194
  },
  "openingHours": "Mo-Su 12:00-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "12:00",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "asian"
  ],
  "acceptsReservations": "https://web.dojo.app/create_booking/vendor/4atkyuUnzAoJa-KaGwOwH9sosYPSmhRob9wPH6-XPeQ_restaurant?channelId=a27bfe90-d12f-4f26-86af-ef5ef69b743c&amp;source=website",
  "hasMenu": "https://www.panpanoxford.com/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://web.dojo.app/create_booking/vendor/4atkyuUnzAoJa-KaGwOwH9sosYPSmhRob9wPH6-XPeQ_restaurant?channelId=a27bfe90-d12f-4f26-86af-ef5ef69b743c&amp;source=website",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through dojo on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
136 of 217 in Oxford. Top 63% 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 | 100% | yes |
| Publish the menu or price list as HTML | 100% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 64% | no |
| Have an llms.txt | 23% | yes |

Nearest places with a similar menu: Tribe (C, 124 m, https://directindex.org/r/tribeoxford.co.uk); Wagamama (A, 1111 m, https://directindex.org/r/wagamama.com); itsu (C, 1235 m, https://directindex.org/r/itsu.com); Victors Restaurant And Bar (A, 1326 m, https://directindex.org/r/victors.co.uk); Neds Noodle Bar (A, 1359 m, https://directindex.org/r/nedsnoodlebar.com); Little Four Seasons (B, 2170 m, https://directindex.org/r/fs-restaurants.co.uk); Zheng (F, 2194 m, https://directindex.org/r/oxfordhotels.net); Asian Mama (C, 2508 m, https://directindex.org/r/asianmama.co); Kopitiam (A, 3547 m, https://directindex.org/r/kopitiamoxford.co.uk).

## 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 Oxford and named 87 places. Pan Pan wasn't one of them. See who was named: https://directindex.org/city/oxford/recommended


Compared with its peers: Sites built with Wix 54% (31% A or B, 42583 sites); Sites using Dojo 72% (60% A or B, 267 sites); Sites using Deliveroo 63% (38% A or B, 798 sites); This site 66.2%.

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

## Businesses like Pan Pan in Oxford

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Oxford | 217 | 68% | 55% | 66.2% |
| Sites built with Wix in Oxford | 17 | 75% | 76% | 66.2% |
| Sites using Dojo in Oxford | 4 | 75% | 75% | 66.2% |
| Sites built with Wix and using Dojo in Oxford | 1 | 66% | 0% | 66.2% |

The best of the sites using Dojo in Oxford: YORI (B 84.6%, https://directindex.org/r/yoriuk.com); La Smorfia (B 73.8%, https://directindex.org/r/lasmorfiaoxford.com); Oxford Kebab House (B 73.8%, https://directindex.org/r/oxfordkebabhousepersiancuisine.co.uk).

With the two fixes above (No structured data for the business; Ordering only through deliveroo), the score would be about 95.4%. That would be 10th of 217 in Oxford, up from 136th.

## The direct record
What agents get for Pan Pan, as JSON: https://directindex.org/api/direct/panpanoxford.com
- Book: https://web.dojo.app/create_booking/vendor/4atkyuUnzAoJa-KaGwOwH9sosYPSmhRob9wPH6-XPeQ_restaurant?channelId=a27bfe90-d12f-4f26-86af-ef5ef69b743c&amp;source=website (vendor on own site: Dojo; found by the scan of 2026-10-24, not yet tested)
- Order: none on record
- Menu: https://www.panpanoxford.com/ (html_page; from the scan)
- Hours: Mo-Su 12:00-22:00 (closed now) (from OpenStreetMap)
- Phone: +44 1865 203000
- Stable links that count: https://directindex.org/go/panpanoxford.com/book, https://directindex.org/go/panpanoxford.com/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): yes
- 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, Dojo: 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 | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 10 | 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/panpanoxford.com
- 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: 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/panpanoxford.com/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/panpanoxford.com/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=panpanoxford.com&force=1