Lennox Pub
lennoxpub.com is largely invisible to agents.
Listed by OpenStreetMap · Overture Maps.
Ways to reach Lennox Pub directly, with no marketplace in between. Checked 2026-10-19. Report a mistake
Hours, from OpenStreetMap · Overture Maps: Su-Th 11:00-24:00, Fr-Sa 11:00-01:00
Granville Street 800 V6Z 1K3 Vancouver · +1-604-408-0881
Outdoor seating (OpenStreetMap) · Step-free access (OpenStreetMap)
Places near Lennox Pub that take a booking or an order on their own website, with no marketplace in between.
- Dublin Calling170 m
- Red Card Sports Bar + Eatery200 m
- Cafe Medina220 m
The website's grade
Some AI assistants are turned away by Lennox Pub's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.
10 of 65 points available
agent-readiness level, Not Ready
things to fix
Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.
What assistants answer
Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.
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.
How Lennox Pub compares
581 of 662 in Vancouver cafes and bars
Top 88% of the sites scanned in this index. Just above: Granville Island Brewing Taproom F, Honey Lounge F. Just below: Penny Penny Coffee F, Red Umbrella Cafe F.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 94% | no |
| Publish the menu or price list as HTML | 96% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | no |
| Structured data with address, phone and hours | 38% | no |
| Have an llms.txt | 44% | no |
The top 10% are the 68 highest-scoring reachable sites in the index at the last update.
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Club 816 (aka "The World") | 14 m | F | no |
| Gong Cha bubble_tea | 45 m | D | no |
| Taf's Cafe | 49 m | F | no |
| Bahar Bakery & Cafe coffee_shop, dessert | 101 m | F | no |
| PAUL Le Café | 114 m | F | no |
| Dublin Calling | 166 m | B | yes |
| Kingston Taphouse & Grille | 186 m | F | no |
| Red Card Sports Bar + Eatery | 199 m | D | yes |
| Cafe Medina | 221 m | A | yes |
| Kafka's Coffee coffee_shop, sandwich | 242 m | C | no |
Businesses like Lennox Pub in Vancouver cafes and bars
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Vancouver cafes and bars | 662 | 52% | 31% | 15.4% |
The best of the businesses of the same kind in Vancouver cafes and bars
Capo & The Spritz A 100% · East Side Craft House A 100% · Pourhouse A 100% · Flamingo Room A 96.3% · Level V Bakery A 96.3%
After the top fixes
With the three fixes above (No structured data for the business; No booking or ordering link on the website; robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User), the score would be about 76.9%. That would be 93rd of 662 in Vancouver cafes and bars, up from 581st.
Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.
What to fix first
- No structured data for the business +15 points
Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it
- No booking or ordering link on the website +15 points
There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. How to fix it
- robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User +10 points
These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. How to fix it
- 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. How to fix it
- No working HTTPS +3 points
The page is only served over plain http. Browsers and agents rank it lower or refuse it.
- Almost no text without JavaScript +2 points
Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. How to fix it
- No llms.txt no points, but worth doing
Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it
Send the fixes to your web person
No one is listed yet to fix this in Vancouver cafes and bars. List your agency or yourself. It's free, and every listing is reviewed by hand.
Already right
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
Builder: unknown · Front: cloudflare · almost no text without JavaScript
What to paste
Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on your builder.
Show the code 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. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "BarOrPub",
"name": "Lennox Pub",
"url": "http://www.lennoxpub.com/",
"telephone": "+1-604-408-0881",
"address": {
"@type": "PostalAddress",
"streetAddress": "Granville Street 800",
"postalCode": "V6Z 1K3",
"addressLocality": "Vancouver"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 49.281145,
"longitude": -123.119819
},
"openingHours": "Su-Th 11:00-24:00, Fr-Sa 11:00-01:00"
}
</script>
robots.txt
Add these lines to /robots.txt and delete any Disallow rule that names these crawlers. Guide.
# Let AI assistants read the site: they send people to you; a marketplace keeps them. # Remove any Disallow lines for these names elsewhere in this file. User-agent: GPTBot Allow: / User-agent: ClaudeBot Allow: / User-agent: PerplexityBot Allow: / User-agent: Google-Extended Allow: / User-agent: OAI-SearchBot Allow: / User-agent: ChatGPT-User Allow: / User-agent: Claude-User Allow: / User-agent: Perplexity-User Allow: /
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Lennox Pub > bar or pub in Granville Street 800 V6Z 1K3 Vancouver, Vancouver cafes and bars. Phone +1-604-408-0881. ## Opening hours Su-Th 11:00-24:00, Fr-Sa 11:00-01:00 ## About - Website: http://www.lennoxpub.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Own this business?
If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.
Rescan now · Markdown · Dispute a check
Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
What agents get, and what the site publishes
The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.
Show the details
What agents get for Lennox Pub
No direct path on record: the scan of 2026-10-19 found no booking or ordering link on lennoxpub.com or on a vendor's site. The same record is served as JSON at /api/direct/lennoxpub.com, through the MCP tool direct_record and in the city feed /city/vancouver-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | Su-Th 11:00-24:00, Fr-Sa 11:00-01:00 | from OpenStreetMap |
| Phone | +1-604-408-0881 |
Owners: claim the business below to correct this record; the claim email carries the link.
Can an agent transact?
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| UCP profile /.well-known/ucp, Google and Shopify's Universal Commerce Protocol | no |
| 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 |
Level 0 of 5, Not Ready
These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | no how |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | no |