# Panella: Agent-Direct Score D (53.8%)

Site: https://www.panella.ca/
Report: https://directindex.org/r/panella.ca
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.)
Panella is hard for agents to use.

## Direct links
- Menu: https://www.panella.ca/en/menu
- Phone: 514-380-8064

## 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
- **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. 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": "Panella",
  "url": "https://www.panella.ca/",
  "telephone": "514-380-8064",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Rue Saint-Zotique Est 515",
    "addressLocality": "Montréal"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 45.5366386,
    "longitude": -73.6076981
  },
  "openingHours": "Tu-We 09:00-20:00; Th-Sa 09:00-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday"
      ],
      "opens": "09:00",
      "closes": "20:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "09:00",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "italian"
  ],
  "hasMenu": "https://www.panella.ca/en/menu"
}
</script>
```

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

```
# Panella

> restaurant (italian) in Rue Saint-Zotique Est 515 Montréal, Montreal. Phone 514-380-8064.

## Book or order directly

- Menu: https://www.panella.ca/en/menu

## Opening hours

Tu-We 09:00-20:00; Th-Sa 09:00-21:00

## About

- Website: https://www.panella.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.** There is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

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

## Where it stands
394 of 808 in Montreal. Top 49% 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% | no |
| 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: Imperium (C, 436 m, https://directindex.org/r/singatoto.ink); Il Bazzali (B, 441 m, https://directindex.org/r/ilbazzali.com); Pizzeria Napoletana (C, 464 m, https://directindex.org/r/napoletana.com); Bottega (B, 520 m, https://directindex.org/r/bottega.ca); Impasto (B, 580 m, https://directindex.org/r/impastomtl.ca); Restaurant Moccione (C, 1025 m, https://directindex.org/r/moccione.com); Moccione Pizza (C, 1267 m, https://directindex.org/r/moccionepizza.com); Restaurant Québec Déli (C, 1789 m, https://directindex.org/r/quebecdeli.com); Le petit Italien (A, 1878 m, https://directindex.org/r/petititalien.com); Kesté (F, 1926 m, https://directindex.org/r/kestemtl.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 2 scans since 2026-10-14: 2026-10-14 54%, 2026-10-14 54%.

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

## Businesses like Panella in Montreal

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Montreal | 808 | 47% | 27% | 53.8% |

The best of Same kind in Montreal: Darna Bistroquet (A 100%, https://directindex.org/r/darnabistroquet.com); Olu Olu Poké (A 100%, https://directindex.org/r/oluolupoke.com); Café Olimpico (A 96.3%, https://directindex.org/r/myshopify.com); Lester's Deli (A 96.3%, https://directindex.org/r/lestersdeli.com); RESTAURANT TASTINGOOD (A 96.3%, https://directindex.org/r/tastingood.ca).

With the two fixes above (No structured data for the business; No booking or ordering path at all) the score would be about 95.4%: 6th of 808 in Montreal, up from 394th.

## The direct record
What agents get for Panella, as JSON: https://directindex.org/api/direct/panella.ca
- Book: none on record
- Order: none on record
- Menu: https://www.panella.ca/en/menu (html_page; from the scan)
- Hours: Tu-We 09:00-20:00; Th-Sa 09:00-21:00 (closed now) (from OpenStreetMap)
- Phone: 514-380-8064
- Stable links that count: https://directindex.org/go/panella.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): 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 | 8 | 25 |
| Actionable | 2 | 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/panella.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: 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/panella.ca/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=panella.ca&force=1