Murray Cafe
murraycafe.com is mostly ready for agents.
Order directly: murraycafe.square.site/ through square acting for the business
See what an AI agent reads on this site →
52 of 65 points available
agent-readiness level, Basic Web Presence
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.
What to fix first
- Menu or price list lives on another site +5 points
The link points to square.site, so the credit and the traffic go there. How to fix it
No one is listed yet to fix this in New York cafes and bars. List your agency or yourself: free, reviewed by hand.
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 (CafeOrCoffeeShop) address, phone, opening hours
- Ordering through square on your own domain No marketplace commission, and the guest stays yours.
Builder: godaddy · Front: cloudflare
How Murray Cafe compares
282 of 1,612 in New York cafes and bars
Top 17% of the sites scanned in this index. Just above: IV Purpose B, Mister Cheeks B. Just below: New York Comedy Club B, Poetica Coffee B.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 98% | yes |
| Publish the menu or price list as HTML | 96% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 99% | yes |
| Structured data with address, phone and hours | 24% | yes |
| Have an llms.txt | 11% | yes |
The top tenth is the 162 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with GoDaddy Website Builder 285 sites | 54% | 23% | 80% |
| Sites using Square 793 sites | 69% | 47% | 80% |
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Sahola Cofee Shop coffee_shop, sandwich | 113 m | C | yes |
| Banter american, breakfast | 187 m | B | yes |
| Corgi Cafe coffee_shop | 269 m | C | no |
| Slate Cafe coffee_shop, breakfast, sandwich, salad | 313 m | A | yes |
| Ted's Corner Tavern mediterranean, american | 393 m | C | no |
| Common Country american | 403 m | B | yes |
| Proof Coffee Roasters coffee_shop | 572 m | C | no |
| 230 Fifth american | 581 m | B | yes |
| Seven Sins american | 648 m | B | no |
| Tous les Jours bakery, coffee_shop | 680 m | F | no |
Businesses like Murray Cafe in New York cafes and bars
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York cafes and bars | 1,612 | 46% | 30% | 80% |
| Built with GoDaddy Website Builder in New York cafes and bars | 7 | 51% | 57% | 80% |
| Using Square in New York cafes and bars | 78 | 71% | 59% | 80% |
| Built with GoDaddy Website Builder and using Square in New York cafes and bars | 1 | 80% | 100% | 80% |
The best of Using Square in New York cafes and bars
Fifth Hammer Brewing Company A 93.8% · Plug Uglies A 92.3% · Henry Public A 90.8% · Calyer Cafe & Kitchen A 90% · The Throwback A 87.7%
The climb
With the fix above (Menu or price list lives on another site) the score would be about 87.7%: 72nd of 1,612 in New York cafes and bars, up from 282nd.
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 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.
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.
Rescan now · Markdown · Dispute a check
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.
Send the fixes to your web person
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/murraycafe.com"><img src="https://directindex.org/badge/murraycafe.com.svg" alt="Agent-Direct Score B" width="236" height="40"></a>
What agents get, and what the site publishes
The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.
Show the details
What agents get for Murray 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/murraycafe.com, through the MCP tool direct_record and in the city feed /city/new-york-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | murraycafe.square.site/ vendor on own site: Square | found by the scan of 2026-10-14, not yet tested |
| Menu | murraycafe.square.site/ external | from the scan |
| Hours | Mo 07:00-21:00, Tu-We 07:00-22:00, Th-Fr 07:00-24:00, Sa 09:00-24:00, Su 09:00-21:00 | from OpenStreetMap |
| Phone | +1-646-452-2600 |
Stable links that count: /go/murraycafe.com/order, /go/murraycafe.com/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 1 of 5, Basic Web Presence
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 | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | yes |
| 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 |