# Chapeau!: Agent-Direct Score B (73.8%)

Site: https://www.chapeausf.com/
Report: https://directindex.org/r/chapeausf.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Chapeau! is mostly ready for agents.
An AI assistant can open the website of Chapeau!. What Chapeau! offers is in a PDF or an image, which assistants read poorly. To book or order, it is sent to OpenTable, a marketplace.

## Direct links
- Order directly: https://order.toasttab.com/online/chapeau-126-clement-st (through toast acting for the business)
- Menu: https://www.chapeausf.com/s/Menu-g4mr.pdf
- Phone: +1-415-387-0408

## What to fix first
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Booking only through opentable.** (+5 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **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": "Chapeau!",
  "url": "https://www.chapeausf.com/",
  "telephone": "+1-415-387-0408",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Clement Street 126",
    "postalCode": "94118",
    "addressLocality": "San Francisco"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.7833658,
    "longitude": -122.4607021
  },
  "openingHours": "Mo-Fr 17:00-22:00; Sa-Su 17:00-22:45; PH closed",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "17:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "17:00",
      "closes": "22:45"
    }
  ],
  "servesCuisine": [
    "french"
  ],
  "hasMenu": "https://www.chapeausf.com/s/Menu-g4mr.pdf",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.toasttab.com/online/chapeau-126-clement-st",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Chapeau!

> restaurant (french) in Clement Street 126 94118 San Francisco, San Francisco. Phone +1-415-387-0408.

## Book or order directly

- Order: https://order.toasttab.com/online/chapeau-126-clement-st (through toast acting for the business)
- Menu: https://www.chapeausf.com/s/Menu-g4mr.pdf

## Opening hours

Mo-Fr 17:00-22:00; Sa-Su 17:00-22:45; PH closed

## About

- Website: https://www.chapeausf.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.
- **Structured data present (LocalBusiness).** but without address, phone or hours
- **Ordering through toast on your own domain.** No marketplace commission, and the guest 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. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them.

## Where it stands
322 of 1106 in San Francisco. Top 29% 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 | 94% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 49% | no |
| Have an llms.txt | 13% | no |

Nearest places with a similar menu: Côte Ouest Bistro (A, 2103 m, https://directindex.org/r/coteouestbistro.com); Florio Bar & Café (B, 2411 m, https://directindex.org/r/floriosf.com); Chouquet's (C, 2474 m, https://directindex.org/r/chouquets.com); Gamine (D, 2631 m, https://directindex.org/r/gaminesf.com); Isa (B, 2751 m, https://directindex.org/r/isarestaurant.com); Bistro Aix (F, 2760 m, https://directindex.org/r/bistroaix.com); Absinthe Brasserie & Bar (C, 3400 m, https://directindex.org/r/absinthe.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 65% (48% A or B, 7098 sites); Sites using OpenTable 67% (43% A or B, 1462 sites); Sites using Toast 74% (63% A or B, 1884 sites); This site 73.8%.

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

## Businesses like Chapeau! in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco | 1106 | 50% | 40% | 73.8% |
| Sites built with Squarespace in San Francisco | 174 | 74% | 67% | 73.8% |
| Sites using OpenTable in San Francisco | 63 | 72% | 63% | 73.8% |
| Sites built with Squarespace and using OpenTable in San Francisco | 22 | 71% | 64% | 73.8% |

The best of the sites built with Squarespace and using OpenTable in San Francisco: Cha Cha Cha (A 86.2%, https://directindex.org/r/chachachasf.com); Curio (B 84.6%, https://directindex.org/r/curiobarsf.com); Pier 23 Cafe (B 81.5%, https://directindex.org/r/pier23cafe.com); Omakase (B 80%, https://directindex.org/r/omakasesf.com); Bettola (B 76.9%, https://directindex.org/r/clementinasf.com).

With the three fixes above (Structured data is incomplete; Booking only through opentable; Menu or price list is a PDF) the score would be about 95.4%: 15th of 1,106 in San Francisco, up from 322nd.

## The direct record
What agents get for Chapeau!, as JSON: https://directindex.org/api/direct/chapeausf.com
- Book: none on record
- Order: https://order.toasttab.com/online/chapeau-126-clement-st (vendor on own site: Toast; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.chapeausf.com/s/Menu-g4mr.pdf (pdf; from the scan)
- Hours: Mo-Fr 17:00-22:00; Sa-Su 17:00-22:45; PH closed (closed now) (from OpenStreetMap)
- Phone: +1-415-387-0408
- Stable links that count: https://directindex.org/go/chapeausf.com/order, https://directindex.org/go/chapeausf.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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured
- 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/

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 13 | 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/chapeausf.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: yes

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