# Le Petit Navire: Agent-Direct Score B (70.8%)

Site: http://www.lepetitnavire.ca/
Report: https://directindex.org/r/lepetitnavire.ca
Scanned: 2026-10-19 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Le Petit Navire is mostly ready for agents.
An AI assistant can open Le Petit Navire's website. What Le Petit Navire offers is on another site. It finds a way to book or order directly, through FareHarbor.

## Direct links
- Book directly: https://fareharbor.com/embeds/book/lepetitnavire/?full-items=yes&flow=715257&language=en-ca (through fareharbor acting for the business)
- Phone: +15146021000

## What to fix first
- Prices: 5 prices on the site, the middle one CA$35.00
- Languages: English, French

## What the site tells visitors (Measured, not scored)
- **5 prices on the landing page, the middle one CA$35.00.** In Montreal, the middle price of comparable sites that show prices is CA$269.

- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Tickets and prices is on another site.** (+5 points) The link goes to fareharbor.com, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai
- **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

## 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": "Person",
  "name": "Le Petit Navire",
  "url": "http://www.lepetitnavire.ca/",
  "telephone": "+15146021000",
  "address": ", H2Y 4B2, Montréal",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 45.50675307,
    "longitude": -73.54951024
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://fareharbor.com/embeds/book/lepetitnavire/?full-items=yes&flow=715257&language=en-ca",
        "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.

```
# Le Petit Navire

> person in , H2Y 4B2, Montréal, Montreal tours, attractions and museums. Phone +15146021000.

## Book or order directly

- Book: https://fareharbor.com/embeds/book/lepetitnavire/?full-items=yes&flow=715257&language=en-ca (through fareharbor acting for the business)
- Menu: https://fareharbor.com/embeds/book/lepetitnavire/?full-items=yes&flow=715257&language=en-ca

## About

- Website: http://www.lepetitnavire.ca/
- 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.
- **Structured data found (Person).** no address, phone or hours in it
- **Tickets through fareharbor on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
68 of 476 in Montreal tours, attractions and museums. Top 14% 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 | 100% | yes |
| Publish the menu or price list as HTML | 33% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 86% | yes |
| Structured data with address, phone and hours | 16% | no |
| Have an llms.txt | 39% | no |

Nearest places in the index: Le Bateau-Mouche (B, 32 m, https://directindex.org/r/bateaumouche.ca); Voiles en Voiles (C, 202 m, https://directindex.org/r/voilesenvoiles.com); La Grande Roue de Montréal (B, 203 m, https://directindex.org/r/lagranderouedemontreal.com); Centre des sciences de Montréal (C, 272 m, https://directindex.org/r/montrealsciencecentre.com); Tyrolienne MTL Zipline (F, 279 m, https://directindex.org/r/mtlzipline.com); Bonsecours Market (F, 283 m, https://directindex.org/r/marchebonsecours.qc.ca); Le Belvédère du Vieux-Port de Montréal (C, 283 m, https://directindex.org/r/oldportofmontreal.com); Expo World Press Photo Montréal (C, 299 m, https://directindex.org/r/expo-wppmtl.ca); Throwback Tours (D, 300 m, https://directindex.org/r/throwbacktours.com); Prométour Inc (B, 317 m, https://directindex.org/r/prometour.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 WordPress 58% (30% A or B, 68857 sites); Sites using FareHarbor 59% (22% A or B, 121 sites); This site 70.8%.

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

## Businesses like Le Petit Navire in Montreal tours, attractions and museums

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Montreal tours, attractions and museums | 476 | 46% | 15% | 70.8% |
| Sites built with WordPress in Montreal tours, attractions and museums | 219 | 54% | 23% | 70.8% |
| Sites using FareHarbor in Montreal tours, attractions and museums | 7 | 61% | 29% | 70.8% |
| Sites built with WordPress and using FareHarbor in Montreal tours, attractions and museums | 6 | 62% | 33% | 70.8% |

The best of the sites built with WordPress and using FareHarbor in Montreal tours, attractions and museums: Le Bateau-Mouche (B 73.8%, https://directindex.org/r/bateaumouche.ca); Spade & Palacio Tours (C 67.7%, https://directindex.org/r/spadeandpalacio.com); Beyond the Bagel - Montreal Jewish Food Tour (D 53.8%, https://directindex.org/r/museejuifmontreal.ca); Musée du Montréal juif (D 53.8%, https://directindex.org/r/museejuifmontreal.ca); The Museum of Jewish Montreal (D 53.8%, https://directindex.org/r/museejuifmontreal.ca).

With the two fixes above (Structured data is incomplete; Tickets and prices is on another site), the score would be about 87.7%. That would be 4th of 476 in Montreal tours, attractions and museums, up from 68th.

## The direct record
What agents get for Le Petit Navire, as JSON: https://directindex.org/api/direct/lepetitnavire.ca
- Book: https://fareharbor.com/embeds/book/lepetitnavire/?full-items=yes&flow=715257&language=en-ca (vendor on own site: FareHarbor; found by the scan of 2026-10-19, not yet tested)
- Order: none on record
- Menu: https://fareharbor.com/embeds/book/lepetitnavire/?full-items=yes&flow=715257&language=en-ca (external; from the scan)
- Hours: none on record
- Phone: +15146021000
- Stable links that count: https://directindex.org/go/lepetitnavire.ca/book, https://directindex.org/go/lepetitnavire.ca/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 (Square, Toast, or a vendor whose terms allow agents): no
- Vendor terms for agents, FareHarbor: Not stated. FareHarbor's customer terms (1 September 2025), section 5.1, bar any robot, spider, scraper or other automated means to access the service for a commercial purpose without written permission; whether an assistant booking for a traveller counts as commercial is not stated; the external API is for affiliates and software partners. Read 2026-10-15: https://marketing.fareharbor.com/legal/tos-customers/

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 11 | 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/lepetitnavire.ca
- 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: yes
- OAuth protected resource metadata: yes
- 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/lepetitnavire.ca/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/lepetitnavire.ca/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=lepetitnavire.ca&force=1
