# Café Sauvage: Agent-Direct Score B (84.6%)

Site: https://www.cafesauvage.com/
Report: https://directindex.org/r/cafesauvage.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.)
Café Sauvage is mostly ready for agents.

## Direct links
- Order directly: https://www.cafesauvage.com/order-pick-up (on the business's own site)
- Menu: https://www.cafesauvage.com/menu
- Phone: +1 857 226 4799

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Booking only through opentable.** (no points, still worth doing) 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
- **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": "Café Sauvage",
  "url": "https://www.cafesauvage.com/",
  "telephone": "+1 857 226 4799",
  "email": "cafesauvage.boston@gmail.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Massachusetts Avenue 25"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3505007,
    "longitude": -71.0895305
  },
  "openingHours": "Tu-Fr 08:00-15:00,We-Th 16:30-21:00,Fr 16:30-22:00,Sa 09:00-16:00,17:00-22:00,Su 09:00-15:00,17:00-22:00",
  "servesCuisine": [
    "french"
  ],
  "hasMenu": "https://www.cafesauvage.com/menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.cafesauvage.com/order-pick-up",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Café Sauvage

> restaurant (french) in Massachusetts Avenue 25, Boston. Phone +1 857 226 4799.

## Book or order directly

- Order: https://www.cafesauvage.com/order-pick-up (on the business's own site)
- Menu: https://www.cafesauvage.com/menu

## Opening hours

Tu-Fr 08:00-15:00,We-Th 16:30-21:00,Fr 16:30-22:00,Sa 09:00-16:00,17:00-22:00,Su 09:00-15:00,17:00-22:00

## About

- Website: https://www.cafesauvage.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
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
146 of 834 in Boston. Top 18% 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 | 98% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 42% | no |
| Have an llms.txt | 18% | no |

Nearest places with a similar menu: Deuxave (A, 124 m, https://directindex.org/r/deuxave.com); Rochambeau (A, 561 m, https://directindex.org/r/rochambeauboston.com); LPM Restaurant & Bar Boston (C, 682 m, https://directindex.org/r/lpmrestaurants.com); Petit Robert Bistro (B, 1237 m, https://directindex.org/r/petitrobertbistro.com); Mistral (A, 1405 m, https://directindex.org/r/mistralbistro.com); Bistro du Midi (C, 1661 m, https://directindex.org/r/bistrodumidi.com); Gaslight Brasserie (D, 2111 m, https://directindex.org/r/henrylibros.com); Ma Maison (B, 2122 m, https://directindex.org/r/mamaisonboston.com); Café Saint-Germain (C, 3359 m, https://directindex.org/r/cafesaintgermain.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); This site 84.6%.

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

## Businesses like Café Sauvage in Boston

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Boston | 834 | 53% | 41% | 84.6% |
| Built with Squarespace in Boston | 122 | 78% | 75% | 84.6% |
| Using OpenTable in Boston | 51 | 77% | 73% | 84.6% |
| Built with Squarespace and using OpenTable in Boston | 18 | 80% | 83% | 84.6% |

The best of Built with Squarespace and using OpenTable in Boston: Bar Vlaha (A 93.8%, https://directindex.org/r/barvlaha.com); Krasi (A 92.3%, https://directindex.org/r/krasiboston.com); Steel & Rye (A 92.3%, https://directindex.org/r/steelandrye.com); Fox & The Knife (A 86.2%, https://directindex.org/r/foxandtheknife.com); Pearl&Lime (A 86.2%, https://directindex.org/r/pearlandlime.com).

With the fix above (Structured data is incomplete) the score would be about 95.4%: 16th of 834 in Boston, up from 146th.

## The direct record
What agents get for Café Sauvage, as JSON: https://directindex.org/api/direct/cafesauvage.com
- Book: none on record
- Order: https://www.cafesauvage.com/order-pick-up (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.cafesauvage.com/menu (html_page; from the scan)
- Hours: Tu-Fr 08:00-15:00,We-Th 16:30-21:00,Fr 16:30-22:00,Sa 09:00-16:00,17:00-22:00,Su 09:00-15:00,17:00-22:00 (from OpenStreetMap)
- Phone: +1 857 226 4799
- Stable links that count: https://directindex.org/go/cafesauvage.com/order, https://directindex.org/go/cafesauvage.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

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 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/cafesauvage.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

Deep report: https://directindex.org/r/cafesauvage.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=cafesauvage.com&force=1