# O&B Canteen: Agent-Direct Score C (55.4%)

Site: https://www.obcanteen.com/
Report: https://directindex.org/r/obcanteen.com
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
O&B Canteen is partly visible to agents.

## Direct links
- Menu: https://www.obcanteen.com/menus/
- Phone: 6472884710

## What to fix first, by points
- **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
- **Booking only through opentable.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. 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, one block in the page head:

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "O&B Canteen",
  "url": "https://www.obcanteen.com/",
  "telephone": "6472884710",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "King Street West 330",
    "addressLocality": "Toronto"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.6466596,
    "longitude": -79.390013
  },
  "servesCuisine": [
    "regional"
  ],
  "hasMenu": "https://www.obcanteen.com/menus/"
}
</script>
```

llms.txt draft:

```
# O&B Canteen

> restaurant (regional) in King Street West 330 Toronto, Toronto. Phone 6472884710.

## Book or order directly

- Menu: https://www.obcanteen.com/menus/

## About

- Website: https://www.obcanteen.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.** No rule blocks the key AI user agents.
- **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.

## Where it stands
Rank 706 of 1531 in Toronto (top 46%).

| What the top tenth 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) | 92% | yes |
| Structured data with address, phone and hours | 45% | no |
| Have an llms.txt | 20% | no |

Nearest places in the index: Hey Lucy's Wood Oven Pizza (B, 31 m, https://directindex.org/r/heylucy.ca); Burgers n' Fries Forever (B, 75 m, https://directindex.org/r/burgersnfriesforever.com); Minami (B, 118 m, https://directindex.org/r/minamitoronto.com); Bar Romy (A, 120 m, https://directindex.org/r/barromy.com); Nobu (B, 130 m, https://directindex.org/r/noburestaurants.com); Hooters (C, 154 m, https://directindex.org/r/hooters.com); JZ's Pizza (A, 154 m, https://directindex.org/r/jzspizza.com); Byblos Downtown (C, 173 m, https://directindex.org/r/byblosdowntown.com); Abrielle (A, 184 m, https://directindex.org/r/abrielle.ca); Pita Pit (B, 184 m, https://directindex.org/r/pitapit.ca).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

Against its peers: Sites built with WordPress average 57% (26% A or B, 35830 sites); Sites using OpenTable average 67% (42% A or B, 1409 sites); this site 55.4%.

What an AI agent reads on this site: https://directindex.org/r/obcanteen.com/agent-view

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 8 | 25 |
| actionable | 3 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/obcanteen.com
- 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: no

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=obcanteen.com&force=1