# Queen Mother Cafe: Agent-Direct Score C (66.2%)

Site: https://www.queenmothercafe.ca/
Report: https://directindex.org/r/queenmothercafe.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.)
Queen Mother Cafe is partly visible to agents.

## Direct links
- Menu: https://www.queenmothercafe.ca/takeout/
- Phone: +1-416-598-4719

## What to fix first
- **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
- **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": "Queen Mother Cafe",
  "url": "https://www.queenmothercafe.ca/",
  "telephone": "+1-416-598-4719",
  "email": "queenmothercafe@gmail.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Queen Street West 208",
    "postalCode": "M5V 1Z2",
    "addressLocality": "Toronto"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.6504059,
    "longitude": -79.3891298
  },
  "openingHours": "Tu,We,Fr,Sa 11:30-23:00; Su,Mo 11:30-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Friday",
        "Saturday"
      ],
      "opens": "11:30",
      "closes": "23:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday",
        "Monday"
      ],
      "opens": "11:30",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "cafe"
  ],
  "hasMenu": "https://www.queenmothercafe.ca/takeout/"
}
</script>
```

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

```
# Queen Mother Cafe

> restaurant (cafe) in Queen Street West 208 M5V 1Z2 Toronto, Toronto. Phone +1-416-598-4719.

## Book or order directly

- Menu: https://www.queenmothercafe.ca/takeout/

## Opening hours

Tu,We,Fr,Sa 11:30-23:00; Su,Mo 11:30-22:00

## About

- Website: https://www.queenmothercafe.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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Organization).** but without address, phone or hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
533 of 1363 in Toronto. Top 39% 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 | 97% | no |
| Publish the menu or price list as HTML | 95% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 21% | no |

Nearest places in the index: Korean Grill House (D, 16 m, https://directindex.org/r/koreangrillhouse.com); Touhenboku Ramen (B, 24 m, https://directindex.org/r/touhenboku.ca); Little India (B, 26 m, https://directindex.org/r/littleindia.ca); Chick Queen (A, 36 m, https://directindex.org/r/chickqueen.ca); The Fifth Grill & Terrace (D, 142 m, https://directindex.org/r/bbqdigest.com); German Doner Kebab (B, 145 m, https://directindex.org/r/gdk.com); Fusaro's Italian Kitchen (C, 231 m, https://directindex.org/r/fusaros.com); Yuzu No Hana (D, 234 m, https://directindex.org/r/yuzunohana.ca); Smoke's Poutinerie (C, 238 m, https://directindex.org/r/smokespoutinerie.com); Lucky House (C, 257 m, https://directindex.org/r/luckyhouse304.ca).

## 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% (29% A or B, 36926 sites); This site 66.2%.

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

## Businesses like Queen Mother Cafe in Toronto

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Toronto | 1363 | 50% | 35% | 66.2% |
| Built with WordPress in Toronto | 403 | 68% | 50% | 66.2% |

The best of Built with WordPress in Toronto: Creme de la Creme Cafe (A 100%, https://directindex.org/r/cremedelacremecafe.ca); JZ's Pizza (A 100%, https://directindex.org/r/jzspizza.com); Mangiare Italian Family Dining (A 100%, https://directindex.org/r/mangiare.ca); Chick-fil-A (A 95.4%, https://directindex.org/r/chick-fil-a.ca); GRETA Bar YYZ (A 95.4%, https://directindex.org/r/gretabar.com).

With the two fixes above (No booking or ordering path at all; Structured data is incomplete) the score would be about 95.4%: 28th of 1,363 in Toronto, up from 533rd.

## The direct record
What agents get for Queen Mother Cafe, as JSON: https://directindex.org/api/direct/queenmothercafe.ca
- Book: none on record
- Order: none on record
- Menu: https://www.queenmothercafe.ca/takeout/ (html_page; from the scan)
- Hours: Tu,We,Fr,Sa 11:30-23:00; Su,Mo 11:30-22:00 (closed now) (from OpenStreetMap)
- Phone: +1-416-598-4719
- Stable links that count: https://directindex.org/go/queenmothercafe.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 | 16 | 25 |
| Actionable | 2 | 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/queenmothercafe.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: 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/queenmothercafe.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=queenmothercafe.ca&force=1