# Rose Ross: Agent-Direct Score B (78.5%)

Site: https://www.roseross.net/
Report: https://directindex.org/r/roseross.net
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.)
Rose Ross is mostly ready for agents.

## Direct links
- Book directly: https://widgets.libroreserve.com/WEB/QC015023019810/book (through libro acting for the business)
- Menu: https://www.roseross.net/menu
- Phone: +1 5143791900

## What to fix first
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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": "Rose Ross",
  "url": "https://www.roseross.net/",
  "telephone": "+1 5143791900",
  "email": "seba.courville@gmail.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Rue Masson 3017",
    "postalCode": "H1Y1X7"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 45.5489438,
    "longitude": -73.5745377
  },
  "openingHours": "Tu-Sa 17:30-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "17:30",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "fine dining",
    "local"
  ],
  "acceptsReservations": "https://widgets.libroreserve.com/WEB/QC015023019810/book",
  "hasMenu": "https://www.roseross.net/menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://widgets.libroreserve.com/WEB/QC015023019810/book",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Rose Ross

> restaurant (fine dining, local) in Rue Masson 3017 H1Y1X7, Montreal. Phone +1 5143791900.

## Book or order directly

- Book: https://widgets.libroreserve.com/WEB/QC015023019810/book (through libro acting for the business)
- Menu: https://www.roseross.net/menu

## Opening hours

Tu-Sa 17:30-22:00

## About

- Website: https://www.roseross.net/
- 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.
- **Booking through libro on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
110 of 808 in Montreal. Top 14% 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 | 95% | yes |
| Publish the menu or price list as HTML | 95% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes |
| Structured data with address, phone and hours | 31% | no |
| Have an llms.txt | 25% | no |

Nearest places with a similar menu: État Major (C, 2538 m, https://directindex.org/r/etatmajor.ca); Hélicoptère (B, 2686 m, https://directindex.org/r/helicopteremtl.com); Chez Jean-Paul (D, 2730 m, https://directindex.org/r/chezjeanpaul.ca); Bagatelle Bistro (D, 2746 m, https://directindex.org/r/bagatellebistro.com); Sans recette (A, 3182 m, https://directindex.org/r/sansrecette.ca); Mon Lapin (C, 3324 m, https://directindex.org/r/vinmonlapin.com); Rock'n Deli (D, 3446 m, https://directindex.org/r/rockndeli.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% (47% A or B, 7027 sites); Sites using Libro 69% (43% A or B, 60 sites); This site 78.5%.

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

Read by AI agents 1 times this month.

## Businesses like Rose Ross in Montreal

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Montreal | 808 | 47% | 27% | 78.5% |
| Built with Squarespace in Montreal | 71 | 67% | 45% | 78.5% |
| Using Libro in Montreal | 38 | 67% | 34% | 78.5% |
| Built with Squarespace and using Libro in Montreal | 7 | 76% | 86% | 78.5% |

The best of Built with Squarespace and using Libro in Montreal: Le Taj (B 81.5%, https://directindex.org/r/restaurantletaj.com); Porte à Côté (B 81.5%, https://directindex.org/r/porteacote.ca); Le Butterblume (B 78.5%, https://directindex.org/r/lebutterblume.com); Shūshū (B 75.4%, https://directindex.org/r/shushumtl.com); Monsieur B (B 73.8%, https://directindex.org/r/monsieurb.ca).

With the fix above (Structured data is incomplete) the score would be about 87.7%: 31st of 808 in Montreal, up from 110th.

## The direct record
What agents get for Rose Ross, as JSON: https://directindex.org/api/direct/roseross.net
- Book: https://widgets.libroreserve.com/WEB/QC015023019810/book (vendor on own site: Libro; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: https://www.roseross.net/menu (html_page; from the scan)
- Hours: Tu-Sa 17:30-22:00 (open now) (from OpenStreetMap)
- Phone: +1 5143791900
- Stable links that count: https://directindex.org/go/roseross.net/book, https://directindex.org/go/roseross.net/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, Libro: Not stated. The terms say nothing about automated use, could not be read on the date given, or the vendor has not been researched yet.

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 16 | 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/roseross.net
- 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/roseross.net/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=roseross.net&force=1