# Sampan: Agent-Direct Score C (67.7%)

Site: http://www.sampanphilly.com
Report: https://directindex.org/r/sampanphilly.com
Scanned: 2026-10-16 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Sampan is partly visible to agents.
An AI assistant can open the website of Sampan. It can read what Sampan offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: http://www.sampanphilly.com/reservations (on the business's own site)
- Order directly: https://order.toasttab.com/egiftcards/schulson-collective (through toast acting for the business)
- Menu: http://www.sampanphilly.com/menu
- Phone: +1 215-732-3501

## 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). 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 working HTTPS.** (+3 points) The page is only served over plain http. Agents and browsers downrank or refuse it.
- **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": "Sampan",
  "url": "http://www.sampanphilly.com",
  "telephone": "+1 215-732-3501",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "South 13th Street 124",
    "postalCode": "19107",
    "addressLocality": "Philadelphia"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 39.949519,
    "longitude": -75.162202
  },
  "openingHours": "Mo-Tu,Su 16:00-22:00; We-Th 16:00-23:00; Fr-Sa 16:00-24:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Sunday"
      ],
      "opens": "16:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Wednesday",
        "Thursday"
      ],
      "opens": "16:00",
      "closes": "23:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "16:00",
      "closes": "24:00"
    }
  ],
  "servesCuisine": [
    "asian"
  ],
  "acceptsReservations": "http://www.sampanphilly.com/reservations",
  "hasMenu": "http://www.sampanphilly.com/menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "http://www.sampanphilly.com/reservations",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.toasttab.com/egiftcards/schulson-collective",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Sampan

> restaurant (asian) in South 13th Street 124 19107 Philadelphia, Philadelphia. Phone +1 215-732-3501.

## Book or order directly

- Book: http://www.sampanphilly.com/reservations (on the business's own site)
- Order: https://order.toasttab.com/egiftcards/schulson-collective (through toast acting for the business)
- Menu: http://www.sampanphilly.com/menu

## Opening hours

Mo-Tu,Su 16:00-22:00; We-Th 16:00-23:00; Fr-Sa 16:00-24:00

## About

- Website: http://www.sampanphilly.com
- 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 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.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
261 of 639 in Philadelphia. Top 41% 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 | 98% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 83% | yes |
| Structured data with address, phone and hours | 58% | no |
| Have an llms.txt | 13% | no |

Nearest places with a similar menu: DanDan (C, 462 m, https://directindex.org/r/dandanrestaurant.com); Wok Works (F, 483 m, https://directindex.org/r/wokworks.com); Banana Leaf (B, 662 m, https://directindex.org/r/bananaleafphilly.com); TingTings Cafe (D, 711 m, https://directindex.org/r/tingtingscafe.com); Bao Nine (B, 888 m, https://directindex.org/r/eatbaonine.com); Buddakan (B, 1295 m, https://directindex.org/r/buddakan.com); Tomo Sushi & Ramen (B, 1548 m, https://directindex.org/r/tomosushiandramen.com); CM Chicken (B, 2186 m, https://directindex.org/r/cm-chicken.com); DaVinci & Yu (C, 2497 m, https://directindex.org/r/davinciandyu.com); Trio BYOB (C, 2594 m, https://directindex.org/r/triobyob.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 built with Squarespace 66% (50% A or B, 7341 sites); Sites using Toast 72% (58% A or B, 2267 sites); This site 67.7%.

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

## Businesses like Sampan in Philadelphia

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Philadelphia | 639 | 56% | 39% | 67.7% |
| Sites built with Squarespace in Philadelphia | 80 | 73% | 68% | 67.7% |
| Sites using Toast in Philadelphia | 82 | 70% | 56% | 67.7% |
| Sites built with Squarespace and using Toast in Philadelphia | 30 | 76% | 77% | 67.7% |

The best of the sites built with Squarespace and using Toast in Philadelphia: Osteria (A 93.8%, https://directindex.org/r/osteriaphilly.com); Tria (A 93.8%, https://directindex.org/r/triaphilly.com); Bar 1010 (A 89.2%, https://directindex.org/r/bar1010.com); Bad Brother (A 86.2%, https://directindex.org/r/badbrotherphilly.com); Barry's Steaks (B 84.6%, https://directindex.org/r/barryssteaks.com).

With the two fixes above (No structured data for the business; No working HTTPS) the score would be about 95.4%: 21st of 639 in Philadelphia, up from 261st.

## The direct record
What agents get for Sampan, as JSON: https://directindex.org/api/direct/sampanphilly.com
- Book: http://www.sampanphilly.com/reservations (own site; found by the scan of 2026-10-16, not yet tested)
- Order: https://order.toasttab.com/egiftcards/schulson-collective (vendor on own site: Toast; found by the scan of 2026-10-16, not yet tested)
- Menu: http://www.sampanphilly.com/menu (html_page; from the scan)
- Hours: Mo-Tu,Su 16:00-22:00; We-Th 16:00-23:00; Fr-Sa 16:00-24:00 (closed now) (from OpenStreetMap)
- Phone: +1 215-732-3501
- Stable links that count: https://directindex.org/go/sampanphilly.com/book, https://directindex.org/go/sampanphilly.com/order, https://directindex.org/go/sampanphilly.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): 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 (Toast): yes

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 22 | 25 |
| Readable | 7 | 25 |
| Actionable | 15 | 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/sampanphilly.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: 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

Keep watching this business (https://directindex.org/r/sampanphilly.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/sampanphilly.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=sampanphilly.com&force=1