# Lost Aviator Coffee Bar - YYZ : Agent-Direct Score B (80%)

Site: http://www.lostaviatorcoffee.com/
Report: https://directindex.org/r/lostaviatorcoffee.com
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.)
Lost Aviator Coffee Bar - YYZ  is mostly ready for agents.
An AI assistant can open Lost Aviator Coffee Bar - YYZ 's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://www.lostaviatorcoffee.com/pages/wholesale-coffee (on the business's own site)
- Phone: +1-519-780-4315

## What to fix first
- Prices: 25 prices on the site, the middle one CA$22.00

## What the site tells visitors (Measured, not scored)
- **The footer says © 2024.** Visitors and assistants may read that year as the last time anyone looked after the site. In Toronto, 76% of comparable sites that show a year say 2025 or later.
- **25 prices on the landing page, the middle one CA$22.00.** In Toronto, the middle price of comparable sites that show prices is CA$17.50.

- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "CafeOrCoffeeShop",
  "name": "Lost Aviator Coffee Bar - YYZ ",
  "url": "http://www.lostaviatorcoffee.com/",
  "telephone": "+1-519-780-4315",
  "address": "191b Carlingview Dr, M9W 5E8, Toronto",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.682808225002866,
    "longitude": -79.59266790000504
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.lostaviatorcoffee.com/pages/wholesale-coffee",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## 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 (CafeOrCoffeeShop).** address, phone
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
126 of 1201 in Toronto cafes and bars. Top 10% 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 | 96% | yes |
| Publish the menu or price list as HTML | 90% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 23% | no |
| Have an llms.txt | 24% | yes |

Nearest places in the index: Morning Roast (F, 454 m, https://directindex.org/r/morningroast.ca); Lamont Village Cafe (B, 589 m, https://directindex.org/r/lamontvillage.com); Brampton (B, 1566 m, https://directindex.org/r/brampton.ca); Patera Group Inc (C, 2077 m, https://directindex.org/r/patera.ca); London Gate Pub (D, 2100 m, https://directindex.org/r/londongatepub.ca); Brazilian Canadian Coffee Co (D, 2984 m, https://directindex.org/r/braziliancoffeeco.com); Kurtis Coffee Company (F, 2988 m, https://directindex.org/r/kurtiscoffee.com); Java Works Coffee Roasters (D, 3011 m, https://directindex.org/r/javaworks.ca).

## 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 Shopify 46% (24% A or B, 3402 sites); This site 80%.

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

## Businesses like Lost Aviator Coffee Bar - YYZ  in Toronto cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Toronto cafes and bars | 1201 | 48% | 23% | 80% |
| Sites built with Shopify in Toronto cafes and bars | 127 | 44% | 26% | 80% |

The best of the sites built with Shopify in Toronto cafes and bars: The Daughter (A 87.7%, https://directindex.org/r/thedaughter.ca); Alternity (A 87.5%, https://directindex.org/r/alternity.ca); Cafe Pastel (A 87.5%, https://directindex.org/r/pastelbakes.com); JJ Bean (A 87.5%, https://directindex.org/r/jjbeancoffee.com); Nutbar (A 87.5%, https://directindex.org/r/nutbar.co).

With the two fixes above (No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 9th of 1,201 in Toronto cafes and bars, up from 126th.

## The direct record
What agents get for Lost Aviator Coffee Bar - YYZ , as JSON: https://directindex.org/api/direct/lostaviatorcoffee.com
- Book: none on record
- Order: https://www.lostaviatorcoffee.com/pages/wholesale-coffee (own site; found by the scan of 2026-10-19, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +1-519-780-4315
- Stable links that count: https://directindex.org/go/lostaviatorcoffee.com/order

## 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): yes
- 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 12 | 25 |
| Actionable | 15 | 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/lostaviatorcoffee.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: yes
- llms.txt: yes
- 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: yes
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/lostaviatorcoffee.com/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/lostaviatorcoffee.com/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=lostaviatorcoffee.com&force=1