# Le Parc Bistrobar: Agent-Direct Score A (90.8%)

Site: http://leparcbistrobar.com/
Report: https://directindex.org/r/leparcbistrobar.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.)
Le Parc Bistrobar is ready for agents.
An AI assistant can open Le Parc Bistrobar's website. It can read what Le Parc Bistrobar offers. It finds a way to book or order directly, through Toast.

## Direct links
- Order directly: https://tables.toasttab.com/restaurants/f4cdf235-03e7-43c7-8139-6bc6e384529a/findTime (through toast acting for the business)
- Menu: https://www.leparcbistrobar.com/#menu
- Phone: +14153940501
- Address: 185 Sutter St, 94104, San Francisco

## Nearby, also direct
Places near Le Parc Bistrobar that take a booking or an order on their own website, with no marketplace in between.
- Le Central (170 m): https://directindex.org/r/lecentralbistro.com
- Bouche (350 m): https://directindex.org/r/bouchesf.com
- Ula (540 m): https://directindex.org/r/ulasf.com
- Crepe-Madame (970 m): https://directindex.org/r/crepe-madame.com

## What to fix first
- **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": "Le Parc Bistrobar",
  "url": "http://leparcbistrobar.com/",
  "telephone": "+14153940501",
  "address": "185 Sutter St, 94104, San Francisco",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.78963729101307,
    "longitude": -122.40343989207743
  },
  "servesCuisine": [
    "french"
  ],
  "hasMenu": "https://www.leparcbistrobar.com/#menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://tables.toasttab.com/restaurants/f4cdf235-03e7-43c7-8139-6bc6e384529a/findTime",
        "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.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Restaurant).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Toast works with agents through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Terms read on 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
140 of 2392 in San Francisco. Top 6% 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% | yes |
| Structured data with address, phone and hours | 55% | no |
| Have an llms.txt | 25% | yes |

Nearest places with a similar menu: Le Central (D, 168 m, https://directindex.org/r/lecentralbistro.com); Café Bastille Sf (F, 179 m, https://directindex.org/r/cafebastille.com); Café de la Presse (B, 201 m, https://directindex.org/r/cafedelapresse.com); Crêperie Saint-Germain (C, 288 m, https://directindex.org/r/creperiesaintgermain.com); Bouche (B, 347 m, https://directindex.org/r/bouchesf.com); Ula (A, 535 m, https://directindex.org/r/ulasf.com);  French Club (F, 610 m, https://directindex.org/r/frenchclub.org); Monte Cristo Cafe (F, 898 m, https://directindex.org/r/discoverychannel.pl); Crepe-Madame (B, 973 m, https://directindex.org/r/crepe-madame.com); Le Charm (F, 1065 m, https://directindex.org/r/mathildesf.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. Le Parc Bistrobar wasn't one of them. See who was named: https://directindex.org/city/san-francisco/recommended


Compared with its peers: Sites built with Webflow 56% (22% A or B, 9011 sites); Sites using Toast 73% (62% A or B, 6097 sites); This site 90.8%.

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

## Businesses like Le Parc Bistrobar in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco | 2392 | 49% | 32% | 90.8% |
| Sites built with Webflow in San Francisco | 37 | 64% | 32% | 90.8% |
| Sites using Toast in San Francisco | 215 | 75% | 66% | 90.8% |
| Sites built with Webflow and using Toast in San Francisco | 2 | 78% | 50% | 90.8% |

The best of the sites using Toast in San Francisco: Grubstake (A 100%, https://directindex.org/r/grubstakesf.com); Wanjai Restaurant & Bar (A 100%, https://directindex.org/r/wanjaisf.com); Zpizza (A 96.9%, https://directindex.org/r/zpizza.com); Grand Lake Kitchen (A 96.3%, https://directindex.org/r/grandlakekitchen.com); Ace Wasabi San Francisco (A 95.4%, https://directindex.org/r/acewasabisf.com).

With the fix above (Structured data is incomplete), the score would be about 92.3%. That would be 95th of 2,392 in San Francisco, up from 140th.

## The direct record
What agents get for Le Parc Bistrobar, as JSON: https://directindex.org/api/direct/leparcbistrobar.com
- Book: none on record
- Order: https://tables.toasttab.com/restaurants/f4cdf235-03e7-43c7-8139-6bc6e384529a/findTime (vendor on own site: Toast; found by the scan of 2026-10-24, not yet tested)
- Menu: https://www.leparcbistrobar.com/#menu (html_page; from the scan)
- Hours: none on record
- Phone: +14153940501
- Stable links that count: https://directindex.org/go/leparcbistrobar.com/order, https://directindex.org/go/leparcbistrobar.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
- Vendor terms for agents, Toast: Through partners. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 24 | 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/leparcbistrobar.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: yes

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