# Beaux: Agent-Direct Score B (72.3%)

Site: http://www.beauxsf.com
Report: https://directindex.org/r/beauxsf.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.)
Beaux is mostly ready for agents.
An AI assistant can open Beaux's website. It can read what Beaux offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.beauxsf.com/drag-brunch (on the business's own site)
- Order directly: https://www.toasttab.com/beaux-2344-market-st/rewardsSignup (through toast acting for the business)
- Menu: https://www.beauxsf.com/menus
- Phone: 14156587712
- Address: 2344 Market St, 94114-1521, San Francisco
- Prices: 8 prices on the site, the middle one $75.00

## Nearby, also direct
Places near Beaux that take a booking or an order on their own website, with no marketplace in between.
- The Café (70 m): https://directindex.org/r/cafesf.com
- Cafe de Casa (140 m): https://directindex.org/r/cafedecasa.com
- Hi Tops (270 m): https://directindex.org/r/hitopsbar.com

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## What the site tells visitors (Measured, not scored)
- **8 prices on the landing page, the middle one $75.00.** In San Francisco, the middle price of comparable sites that show prices is $19.00.

## 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": "Beaux",
  "url": "http://www.beauxsf.com",
  "telephone": "14156587712",
  "address": "2344 Market St, 94114-1521, San Francisco",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.763629,
    "longitude": -122.434294
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.beauxsf.com/drag-brunch",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/beaux-2344-market-st/rewardsSignup",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Beaux

> local business in 2344 Market St, 94114-1521, San Francisco, San Francisco cafes and bars. Phone 14156587712.

## Book or order directly

- Book: https://www.beauxsf.com/drag-brunch (on the business's own site)
- Order: https://www.toasttab.com/beaux-2344-market-st/rewardsSignup (through toast acting for the business)
- Menu: https://www.beauxsf.com/menus

## About

- Website: http://www.beauxsf.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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
209 of 1053 in San Francisco cafes and bars. Top 20% 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 | 98% | yes |
| Publish the menu or price list as HTML | 83% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 32% | no |
| Have an llms.txt | 25% | no |

Nearest places in the index: The Café (C, 70 m, https://directindex.org/r/cafesf.com); Lookout (D, 119 m, https://directindex.org/r/lookoutsf.com); Oishii Matcha (F, 128 m, https://directindex.org/r/oishiimatcha.com); Cafe de Casa (D, 140 m, https://directindex.org/r/cafedecasa.com); Twin Peaks Tavern (F, 150 m, https://directindex.org/r/twinpeakstavern.com); Deck the Halls (C, 166 m, https://directindex.org/r/deckthehallsbar.com); Bar49 (C, 183 m, https://directindex.org/r/bar49sf.com); 440 Castro (F, 215 m, https://directindex.org/r/the440.com); QBar (D, 241 m, https://directindex.org/r/qbar-sf.com); Hi Tops (B, 265 m, https://directindex.org/r/hitopsbar.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.


Compared with its peers: Sites built with Squarespace 61% (41% A or B, 32150 sites); Sites using Toast 73% (62% A or B, 6097 sites); This site 72.3%.

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

## Businesses like Beaux in San Francisco cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco cafes and bars | 1053 | 48% | 24% | 72.3% |
| Sites built with Squarespace in San Francisco cafes and bars | 239 | 66% | 42% | 72.3% |
| Sites using Toast in San Francisco cafes and bars | 44 | 77% | 75% | 72.3% |
| Sites built with Squarespace and using Toast in San Francisco cafes and bars | 21 | 78% | 81% | 72.3% |

The best of the sites built with Squarespace and using Toast in San Francisco cafes and bars: Mezcalito (A 95.4%, https://directindex.org/r/mezcalitosf.com); Wooly Pig (A 87.5%, https://directindex.org/r/woolypigsf.com); Aracely Cafe (A 86.2%, https://directindex.org/r/aracelysf.com); Stonemill Matcha (A 85%, https://directindex.org/r/stonemillmatcha-us.com); El Palenque Mezcaleria (B 84.6%, https://directindex.org/r/azucarsf.com).

With the fix above (No structured data for the business), the score would be about 95.4%. That would be 6th of 1,053 in San Francisco cafes and bars, up from 209th.

## The direct record
What agents get for Beaux, as JSON: https://directindex.org/api/direct/beauxsf.com
- Book: https://www.beauxsf.com/drag-brunch (own site; found by the scan of 2026-10-24, not yet tested)
- Order: https://www.toasttab.com/beaux-2344-market-st/rewardsSignup (vendor on own site: Toast; found by the scan of 2026-10-24, not yet tested)
- Menu: https://www.beauxsf.com/menus (html_page; from the scan)
- Hours: none on record
- Phone: 14156587712
- Stable links that count: https://directindex.org/go/beauxsf.com/book, https://directindex.org/go/beauxsf.com/order, https://directindex.org/go/beauxsf.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

Found one hop past the home page: contact page /contact: ordering via toast; booking page /drag-brunch: ordering via toast.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 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/beauxsf.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/beauxsf.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/beauxsf.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=beauxsf.com&force=1