# Vanille Patisserie: Agent-Direct Score C (58.5%)

Site: https://frenchmarketchicago.com/vendor/vanille-patisserie/
Report: https://directindex.org/r/frenchmarketchicago.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.)
Vanille Patisserie is partly visible to agents.

## Direct links
- Order directly: https://www.toasttab.com/catering/locations/40097f3c-b4d4-48f0-8cbb-5a2f97d74c63?utm_source=undefined&utm_content=menu&utm_medium=toast_sites&utm_campaign=undefined (through toast acting for the business)
- Phone: +1-773-868-4574

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Menu or price list lives on another site.** (+5 points) The link points to frenchmarketchicago.menu, so the credit and the traffic go there. 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": "CafeOrCoffeeShop",
  "name": "Vanille Patisserie",
  "url": "https://frenchmarketchicago.com/vendor/vanille-patisserie/",
  "telephone": "+1-773-868-4574",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "North Clinton Street 131",
    "postalCode": "60661",
    "addressLocality": "Chicago"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.8838824,
    "longitude": -87.6406455
  },
  "openingHours": "Mo-Fr 07:00-19:30; Sa 08:30-17:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "07:00",
      "closes": "19:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "08:30",
      "closes": "17:30"
    }
  ],
  "servesCuisine": [
    "pastry"
  ],
  "hasMenu": "https://app.frenchmarketchicago.menu/",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/catering/locations/40097f3c-b4d4-48f0-8cbb-5a2f97d74c63?utm_source=undefined&utm_content=menu&utm_medium=toast_sites&utm_campaign=undefined",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Vanille Patisserie

> cafe or coffee shop (pastry) in North Clinton Street 131 60661 Chicago, Chicago cafes and bars. Phone +1-773-868-4574.

## Book or order directly

- Order: https://www.toasttab.com/catering/locations/40097f3c-b4d4-48f0-8cbb-5a2f97d74c63?utm_source=undefined&utm_content=menu&utm_medium=toast_sites&utm_campaign=undefined (through toast acting for the business)
- Menu: https://app.frenchmarketchicago.menu/

## Opening hours

Mo-Fr 07:00-19:30; Sa 08:30-17:30

## About

- Website: https://frenchmarketchicago.com/vendor/vanille-patisserie/
- 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.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.
- **Toast lets agents act only 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 cannot finish the step there; a direct path on your own domain works for all of them.

## Where it stands
374 of 810 in Chicago cafes and bars. Top 46% 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 | 96% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 98% | yes |
| Structured data with address, phone and hours | 33% | no |
| Have an llms.txt | 21% | no |

Nearest places in the index: Doughnut Vault - Canal St. (B, 95 m, https://directindex.org/r/doughnutvault.com); CH Distillery (D, 151 m, https://directindex.org/r/chdistillery.com); Madison Tavern (C, 176 m, https://directindex.org/r/madisontavern.com); New Line Tavern (C, 223 m, https://directindex.org/r/newlinetavern.com); Good Funk (C, 335 m, https://directindex.org/r/goodfunkchicago.com); Rittergut Wine Bar (C, 344 m, https://directindex.org/r/rittergutwinebar.com); Kumiko (A, 359 m, https://directindex.org/r/barkumiko.com); Biggby Coffee (B, 425 m, https://directindex.org/r/biggby.com); Moneygun (B, 430 m, https://directindex.org/r/moneygunchicago.com); Kinsley By Fairgrounds (C, 435 m, https://directindex.org/r/kinsleychicago.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 WordPress 58% (28% A or B, 36794 sites); Sites using Toast 74% (62% A or B, 1823 sites); This site 58.5%.

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

## Businesses like Vanille Patisserie in Chicago cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Chicago cafes and bars | 810 | 48% | 28% | 58.5% |
| Built with WordPress in Chicago cafes and bars | 189 | 62% | 33% | 58.5% |
| Using Toast in Chicago cafes and bars | 88 | 73% | 57% | 58.5% |
| Built with WordPress and using Toast in Chicago cafes and bars | 26 | 69% | 42% | 58.5% |

The best of Built with WordPress and using Toast in Chicago cafes and bars: Old Irving Brewing (A 93.8%, https://directindex.org/r/oldirvingbrewing.com); Valedor (A 93.8%, https://directindex.org/r/valedorchi.com); Theory (A 86.2%, https://directindex.org/r/theorychicago.com); Corcoran's Grill & Pub (B 84.6%, https://directindex.org/r/corcoransoldtown.com); Offshore Chicago (B 83.8%, https://directindex.org/r/offshorerooftop.com).

With the two fixes above (No structured data for the business; Menu or price list lives on another site) the score would be about 87.7%: 22nd of 810 in Chicago cafes and bars, up from 374th.

## The direct record
What agents get for Vanille Patisserie, as JSON: https://directindex.org/api/direct/frenchmarketchicago.com
- Book: none on record
- Order: https://www.toasttab.com/catering/locations/40097f3c-b4d4-48f0-8cbb-5a2f97d74c63?utm_source=undefined&utm_content=menu&utm_medium=toast_sites&utm_campaign=undefined (vendor on own site: Toast; found by the scan of 2026-10-14, not yet tested)
- Menu: https://app.frenchmarketchicago.menu/ (external; from the scan)
- Hours: Mo-Fr 07:00-19:30; Sa 08:30-17:30 (open now) (from OpenStreetMap)
- Phone: +1-773-868-4574
- Stable links that count: https://directindex.org/go/frenchmarketchicago.com/order, https://directindex.org/go/frenchmarketchicago.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: Partners only. 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 | 3 | 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/frenchmarketchicago.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

Deep report: https://directindex.org/r/frenchmarketchicago.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=frenchmarketchicago.com&force=1