# Nora Gray: Agent-Direct Score D (48.8%)

Site: http://noragray.com
Report: https://directindex.org/r/noragray.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.)
Nora Gray is hard for agents to use.

## Direct links
- Book directly: http://www.opentable.ca/widget/reservation/loader?rid=324664&type=button&theme=standard&color=3&dark=false&iframe=true&domain=ca&lang=en-CA&newtab=false&ot_source=Restaurant%20website&logo_pid=69555810&cfe=true (through opentable acting for the business)
- Menu: http://noragray.com/menus/menu.pdf
- Phone: +1-514-419-6672

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). 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
- **The server turns AI crawlers away at the door.** (+3.3 points) Live fetches as GPTBot (http_429) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No working HTTPS.** (+3 points) The page is only served over plain http. Agents and browsers downrank or refuse it.
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **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": "Nora Gray",
  "url": "http://noragray.com",
  "telephone": "+1-514-419-6672",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Rue Saint-Jacques 1391"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 45.4931093,
    "longitude": -73.5685465
  },
  "openingHours": "Tu-Sa 17:00-23:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "17:00",
      "closes": "23:00"
    }
  ],
  "servesCuisine": [
    "italian"
  ],
  "acceptsReservations": "http://www.opentable.ca/widget/reservation/loader?rid=324664&type=button&theme=standard&color=3&dark=false&iframe=true&domain=ca&lang=en-CA&newtab=false&ot_source=Restaurant%20website&logo_pid=69555810&cfe=true",
  "hasMenu": "http://noragray.com/menus/menu.pdf",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "http://www.opentable.ca/widget/reservation/loader?rid=324664&type=button&theme=standard&color=3&dark=false&iframe=true&domain=ca&lang=en-CA&newtab=false&ot_source=Restaurant%20website&logo_pid=69555810&cfe=true",
        "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.

```
# Nora Gray

> restaurant (italian) in Rue Saint-Jacques 1391, Montreal. Phone +1-514-419-6672.

## Book or order directly

- Book: http://www.opentable.ca/widget/reservation/loader?rid=324664&type=button&theme=standard&color=3&dark=false&iframe=true&domain=ca&lang=en-CA&newtab=false&ot_source=Restaurant%20website&logo_pid=69555810&cfe=true (through opentable acting for the business)
- Menu: http://noragray.com/menus/menu.pdf

## Opening hours

Tu-Sa 17:00-23:00

## About

- Website: http://noragray.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.** There is no robots.txt, which allows everything.
- **Booking through opentable on your own domain.** No marketplace commission, and the guest stays yours.
- **OpenTable works with agents through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them.

## Since the scan of 2026-10-14 (D then)
- Fixed: nothing
- New: nothing

## Where it stands
469 of 808 in Montreal. Top 58% 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% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | no |
| Structured data with address, phone and hours | 31% | no |
| Have an llms.txt | 25% | no |

Nearest places with a similar menu: Da Vinci (D, 557 m, https://directindex.org/r/davinci.ca); Wienstein & Gavino's (B, 807 m, https://directindex.org/r/wgmtl.com); Pizzeria Moretti (C, 863 m, https://directindex.org/r/pizzeriamoretti.com); Le Serpent (B, 1034 m, https://directindex.org/r/leserpent.ca); Stellina (A, 1163 m, https://directindex.org/r/stellinamtl.com); Graziella (B, 1230 m, https://directindex.org/r/restaurantgraziella.ca); Il Teatro (Quartier des spectacles) (B, 1520 m, https://directindex.org/r/ilteatro.ca); Tiramisu (C, 1793 m, https://directindex.org/r/tiramisumtl.com); Bevo Bar-Pizzeria (B, 1949 m, https://directindex.org/r/bevopizza.com); L'Usine de Spaghetti du Vieux-Montréal (F, 2094 m, https://directindex.org/r/lusinedespaghettimtl.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.

Score over 3 scans since 2026-10-14: 2026-10-14 49%, 2026-10-14 49%, 2026-10-14 49%.

Against its peers: Sites using OpenTable 67% (43% A or B, 1462 sites); This site 48.8%.

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

## Businesses like Nora Gray in Montreal

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Montreal | 808 | 47% | 27% | 48.8% |
| Using OpenTable in Montreal | 31 | 67% | 32% | 48.8% |

The best of Using OpenTable in Montreal: Rib'N Reef Steakhouse Restaurant (A 86.2%, https://directindex.org/r/ribnreef.com); The Keg (A 86.2%, https://directindex.org/r/thekeg.com); Limbo (B 84.6%, https://directindex.org/r/restaurantlimbo.biz); Milestones (B 84.6%, https://directindex.org/r/milestonesrestaurants.com); Modavie (B 83.1%, https://directindex.org/r/modavie.com).

With the three fixes above (No structured data for the business; The server turns AI crawlers away at the door; No working HTTPS) the score would be about 80%: 89th of 808 in Montreal, up from 469th.

## The direct record
What agents get for Nora Gray, as JSON: https://directindex.org/api/direct/noragray.com
- Book: http://www.opentable.ca/widget/reservation/loader?rid=324664&type=button&theme=standard&color=3&dark=false&iframe=true&domain=ca&lang=en-CA&newtab=false&ot_source=Restaurant%20website&logo_pid=69555810&cfe=true (vendor on own site: OpenTable; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: http://noragray.com/menus/menu.pdf (pdf; from the scan)
- Hours: Tu-Sa 17:00-23:00 (closed now) (from OpenStreetMap)
- Phone: +1-514-419-6672
- Stable links that count: https://directindex.org/go/noragray.com/book, https://directindex.org/go/noragray.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, OpenTable: Through partners. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 16.7 | 25 |
| Readable | 5 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/noragray.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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/noragray.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=noragray.com&force=1