# Bistro Central Parc: Agent-Direct Score D (47.7%)

Site: http://bistrocentralparcsf.com
Report: https://directindex.org/r/bistrocentralparcsf.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.)
Bistro Central Parc is hard for agents to use.
AI assistants can't open Bistro Central Parc's website, so they go by what other sites say about it.

## Direct links
- Order directly: https://order.online/business/bistro-central-parc-san-francisco-840466 (through doordash_storefront acting for the business)
- Menu: https://bistrocentralparcsf.com/menu
- Phone: +1-415-525-3064
- Address: Central Avenue 560 94117 San Francisco
- Hours, from OpenStreetMap · Overture Maps: Mon–Sun 16:30–21:30
- Step-free access (OpenStreetMap)

## Nearby, also direct
Places near Bistro Central Parc that take a booking or an order on their own website, with no marketplace in between.
- Zazie (1.2 km): https://directindex.org/r/zaziesf.com
- Routier (1.5 km): https://directindex.org/r/squarespace.com
- Florio Bar & Café (1.7 km): https://directindex.org/r/floriosf.com
- Chapeau! (1.7 km): https://directindex.org/r/chapeausf.com
- Chouquet's (2 km): https://directindex.org/r/chouquets.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 (TimeoutError: The operation was aborted due to timeout). 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
- **Booking only through opentable.** (+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/book-direct-on-your-own-website
- **Structured data is incomplete.** (+1 points) Missing: telephone. 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": "Restaurant",
  "name": "Bistro Central Parc",
  "url": "http://bistrocentralparcsf.com",
  "telephone": "+1-415-525-3064",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Central Avenue 560",
    "postalCode": "94117",
    "addressLocality": "San Francisco"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.774997,
    "longitude": -122.4444308
  },
  "openingHours": "16:30-21:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "16:30",
      "closes": "21:30"
    }
  ],
  "servesCuisine": [
    "french"
  ],
  "hasMenu": "https://bistrocentralparcsf.com/menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.online/business/bistro-central-parc-san-francisco-840466",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Structured data found (LocalBusiness).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering through doordash_storefront on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
1364 of 2392 in San Francisco. Top 57% 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% | yes |
| 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: Zazie (C, 1189 m, https://directindex.org/r/zaziesf.com); Routier (B, 1478 m, https://directindex.org/r/squarespace.com); Nico (F, 1498 m, https://directindex.org/r/nicosf.com); Florio Bar & Café (B, 1677 m, https://directindex.org/r/floriosf.com); Chapeau! (B, 1706 m, https://directindex.org/r/chapeausf.com); Monsieur Benjamin (D, 1882 m, https://directindex.org/r/monsieurbenjamin.com); Absinthe Brasserie & Bar (C, 1910 m, https://directindex.org/r/absinthe.com); Chouquet's (C, 2049 m, https://directindex.org/r/chouquets.com); Caché (C, 2244 m, https://directindex.org/r/cache-sf.com); Gamine (D, 2541 m, https://directindex.org/r/gaminesf.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. Bistro Central Parc wasn't one of them. See who was named: https://directindex.org/city/san-francisco/recommended


Compared with its peers: Sites built with GoDaddy Website Builder 35% (9% A or B, 7300 sites); Sites using OpenTable 69% (51% A or B, 6152 sites); Sites using DoorDash Storefront 70% (58% A or B, 2547 sites); This site 47.7%.

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

## Businesses like Bistro Central Parc in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco | 2392 | 49% | 32% | 47.7% |
| Sites built with GoDaddy Website Builder in San Francisco | 51 | 32% | 8% | 47.7% |
| Sites using OpenTable in San Francisco | 142 | 70% | 54% | 47.7% |
| Sites built with GoDaddy Website Builder and using OpenTable in San Francisco | 1 | 48% | 0% | 47.7% |

The best of the sites using OpenTable in San Francisco: ABSteak (A 100%, https://directindex.org/r/absteaksf.com); Flores (A 100%, https://directindex.org/r/floressf.com); Z & Y Restaurant (A 100%, https://directindex.org/r/zandyrestaurant.com); Z&Y Bistro (A 100%, https://directindex.org/r/zandypekingduck.com); Paprika (A 92.3%, https://directindex.org/r/paprikasf.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; Booking only through opentable; Structured data is incomplete), the score would be about 95.4%. That would be 42nd of 2,392 in San Francisco, up from 1364th.

## The direct record
What agents get for Bistro Central Parc, as JSON: https://directindex.org/api/direct/bistrocentralparcsf.com
- Book: none on record
- Order: https://order.online/business/bistro-central-parc-san-francisco-840466 (vendor on own site: DoorDash Storefront; found by the scan of 2026-10-24, not yet tested)
- Menu: https://bistrocentralparcsf.com/menu (html_page; from the scan)
- Hours: 16:30-21:30 (closed now) (from OpenStreetMap)
- Phone: +1-415-525-3064
- Stable links that count: https://directindex.org/go/bistrocentralparcsf.com/order, https://directindex.org/go/bistrocentralparcsf.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 (Square, Toast, or a vendor whose terms allow agents): no
- Vendor terms for agents, DoorDash Storefront: 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 TimeoutError: The operation was aborted due to timeout); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 21 | 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/bistrocentralparcsf.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/bistrocentralparcsf.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=bistrocentralparcsf.com&force=1