Marulilu Cafe
marulilu.ca is ready for agents.
Order directly: marulilu-cafe.square.site/ through square acting for the business · Menu: marulilu.ca/side.html
Score over 2 scans since 2026-10-14: 88% → 88%
See what an AI agent reads on this site →
57 of 65 points available
agent-readiness level, Not Ready
thing to fix
Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.
Since the scan of 2026-10-14: no change in the findings.
What to fix first
- No llms.txt no points, still worth doing
Optional today, cheap to add: a short text file describing the business for language models. How to fix it
No one is listed yet to fix this in Vancouver. List your agency or yourself: free, reviewed by hand.
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.
- Structured data present (Restaurant) address, phone, opening hours
- Menu or price list is an HTML page Agents can read items and prices directly.
- Ordering through square on your own domain No marketplace commission, and the guest stays yours.
Builder: unknown · Front: cloudflare
What to paste
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder is in the guides.
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Marulilu Cafe > restaurant (japanese) in West Broadway 451 V5Y 1R4 Vancouver, Vancouver. Phone +1-604-568-4211. ## Book or order directly - Order: https://marulilu-cafe.square.site/ (through square acting for the business) - Menu: https://marulilu.ca/side.html ## Opening hours Mo,Th,Fr,PH 09:00-18:00; We 09:00-15:00; Sa,Su 08:30-18:00; Tu off ## About - Website: https://marulilu.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
68 of 972 in Vancouver
Top 7% of the sites scanned in this index. Just above: L'Abattoir A, Maenam A. Just below: Seaside Provisions A, Axum Ethiopian Restaurant A.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 99% | yes |
| Publish the menu or price list as HTML | 99% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 87% | yes |
| Structured data with address, phone and hours | 45% | yes |
| Have an llms.txt | 21% | no |
The top tenth is the 99 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites using Square 779 sites | 69% | 48% | 87.7% |
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Oishinoya beef_bowl, japanese | 26 m | F | no |
| Uma Sushi japanese | 57 m | A | yes |
| Kamei on Broadway japanese | 309 m | F | no |
| Kisokoma Japanese Restaurant japanese | 575 m | C | yes |
| Shiro Japanese Restaurant japanese, sushi | 602 m | C | no |
| Alley 16 asian, japanese | 708 m | D | no |
| Homura Yakiniku japanese, barbecue | 829 m | F | no |
| Miso Taco mexican, japanese | 1.0 km | B | yes |
| Kaori Izakaya sushi, japanese | 1.1 km | B | yes |
| Tojos japanese | 1.1 km | A | yes |
Businesses like Marulilu Cafe in Vancouver
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Vancouver | 972 | 53% | 38% | 87.7% |
| Using Square in Vancouver | 14 | 69% | 43% | 87.7% |
The best of Using Square in Vancouver
Anh And Chi A 86.2% · Field & Social B 83.1% · Nami Vietnamese B 81.5% · Kingyo B 78.5% · Hi5 Pizza and Donair B 70.8%
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
What agents get for Marulilu Cafe
The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/marulilu.ca, through the MCP tool direct_record and in the city feed /city/vancouver/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | marulilu-cafe.square.site/ vendor on own site: Square | found by the scan of 2026-10-14, not yet tested |
| Menu | marulilu.ca/side.html html_page | from the scan |
| Hours | Mo,Th,Fr,PH 09:00-18:00; We 09:00-15:00; Sa,Su 08:30-18:00; Tu off (closed now) | from OpenStreetMap |
| Phone | +1-604-568-4211 |
Stable links that count: /go/marulilu.ca/order, /go/marulilu.ca/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.
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 | 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 |
| Vendor terms for agents Square, read 2026-10-15 | Yes |
Not measured at this scan; the next scan measures it.
Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Source. About Square · all vendors.
The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.
Level 0 of 5, Not Ready
The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of 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 | no how |
| 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 | yes |
What assistants answer
Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.
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.
Show the score
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/marulilu.ca"><img src="https://directindex.org/badge/marulilu.ca.svg" alt="Agent-Direct Score A" width="236" height="40"></a>
Own this business?
Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.
Deep report 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.