# 川香园 Sichuan 1860: Agent-Direct Score F (33.8%)

Site: https://www.sichuan1860.com/
Report: https://directindex.org/r/sichuan1860ca.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.)
川香园 Sichuan 1860 is largely invisible to agents.
AI assistants can't open 川香园 Sichuan 1860's website, so they go by what other sites say about it.

## Direct links
- Order directly: https://pos.chowbus.com/online-ordering/store/15504 (through chowbus_pos acting for the business)
- Phone: +14156688666
- Address: 1115 Clement St, 94118, San Francisco

## Nearby, also direct
Places near 川香园 Sichuan 1860 that take a booking or an order on their own website, with no marketplace in between.
- Clay Pot House (120 m): https://directindex.org/r/claypothousesf.com
- Happy Garden Restaurant 好世界海鲜楼 (300 m): https://directindex.org/r/happygardenfairfield.com
- Hong Kong Lounge (510 m): https://directindex.org/r/newhongkonglounge.com
- MuuKaTa6395 (610 m): https://directindex.org/r/muukata6395.com
- Tenglong Chinese Restaurant (860 m): https://directindex.org/r/tenglong-sf.com

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "川香园 Sichuan 1860",
  "url": "https://www.sichuan1860.com/",
  "telephone": "+14156688666",
  "address": "1115 Clement St, 94118, San Francisco",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.78247222,
    "longitude": -122.4712031
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://pos.chowbus.com/online-ordering/store/15504",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Structured data found (LocalBusiness).** address, phone
- **Ordering through chowbus_pos on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
1647 of 2332 in San Francisco. Top 71% 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 | 89% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | no |
| Structured data with address, phone and hours | 55% | no |
| Have an llms.txt | 25% | no |

Nearest places with a similar menu: Clay Pot House (A, 116 m, https://directindex.org/r/claypothousesf.com); Happy Garden Restaurant 好世界海鲜楼 (C, 297 m, https://directindex.org/r/happygardenfairfield.com); Hong Kong Lounge (A, 514 m, https://directindex.org/r/newhongkonglounge.com); MuuKaTa6395 (B, 611 m, https://directindex.org/r/muukata6395.com); Tasty Restaurant (F, 711 m, https://directindex.org/r/tastyca.com); Taste of Jiangnan 江南味道 (D, 733 m, https://directindex.org/r/tasteofjiangnan.com); Green Island Restaurant (D, 781 m, https://directindex.org/r/delivery.com); Tenglong Chinese Restaurant (B, 858 m, https://directindex.org/r/tenglong-sf.com); Dragon Beaux (B, 858 m, https://directindex.org/r/dragonbeaux.com); B Star (A, 927 m, https://directindex.org/r/bstarbar.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 San Francisco and named 113 places. 川香园 Sichuan 1860 wasn't one of them. See who was named: https://directindex.org/city/san-francisco/recommended


Compared with its peers: Sites built with Wix 54% (31% A or B, 42583 sites); Sites using Chowbus POS 67% (58% A or B, 132 sites); This site 33.8%.

See what an AI agent reads on this site: https://directindex.org/r/sichuan1860ca.com/agent-view

## Businesses like 川香园 Sichuan 1860 in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco | 2332 | 49% | 32% | 33.8% |
| Sites built with Wix in San Francisco | 170 | 63% | 46% | 33.8% |
| Sites using Chowbus POS in San Francisco | 5 | 55% | 20% | 33.8% |
| Sites built with Wix and using Chowbus POS in San Francisco | 3 | 54% | 33% | 33.8% |

The best of the sites using Chowbus POS in San Francisco: Northern China BBQ (B 72.3%, https://directindex.org/r/northernchinabbq.com); Mission Chinese Food (C 69.2%, https://directindex.org/r/missionchinesefood.com); Au Sushi (C 55.4%, https://directindex.org/r/ausushi.com); NoodlePanda (D 46.2%, https://directindex.org/r/noodlepanda.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No menu or price list found; Structured data is incomplete), the score would be about 87.7%. That would be 208th of 2,332 in San Francisco, up from 1647th.

## The direct record
What agents get for 川香园 Sichuan 1860, as JSON: https://directindex.org/api/direct/sichuan1860ca.com
- Book: none on record
- Order: https://pos.chowbus.com/online-ordering/store/15504 (vendor on own site: Chowbus POS; found by the scan of 2026-10-24, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +14156688666
- Stable links that count: https://directindex.org/go/sichuan1860ca.com/order

## 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, Chowbus POS: 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.

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 12 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/sichuan1860ca.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/sichuan1860ca.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=sichuan1860ca.com&force=1
