Cafe Rose Brooklyn
biotree.me is hard for agents to use.
Listed by Overture Maps.
Ways to reach Cafe Rose Brooklyn directly, with no marketplace in between. Checked 2026-10-23. Through toast acting for the business. Report a mistake
815 Avenue U, 11223, New York · +17183363368
Places near Cafe Rose Brooklyn that take a booking or an order on their own website, with no marketplace in between.
- Mint Brooklyn930 m · kosher
- Sauteed1.7 km · kosher
- The Bay Cafe1.8 km · kosher
- Great Kosher Restaurants International2.1 km · kosher
- Mazza & More2.2 km · kosher
The website's grade
Some AI assistants are turned away by Cafe Rose Brooklyn'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, through caferosebrooklyn.com.
28.2 of 65 points available
agent-readiness level, Basic Web Presence
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.
The assistants were asked 13 everyday questions about New York and named 69 places. Cafe Rose Brooklyn wasn't one of them. See who was named →
How Cafe Rose Brooklyn compares
6,797 of 10,998 in New York
Top 62% of the sites scanned in this index. Just above: Tacos El Bronco D, The Slope Lounge D. Just below: 3 Greeks Grill D, Al Coro D.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 95% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | no |
| Structured data with address, phone and hours | 59% | no |
| Have an llms.txt | 25% | no |
The top 10% are the 1114 highest-scoring reachable sites in the index at the last update.
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites using Toast 3,305 sites | 72% | 57% | 43.4% |
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Retro Grill kosher | 434 m | C | no |
| Eat N Run Cafe kosher | 480 m | B | no |
| Jerusalem Glatt Meats kosher | 914 m | F | no |
| Mint Brooklyn kosher | 929 m | A | yes |
| Sunflower Cafe kosher | 1.1 km | D | no |
| Sauteed kosher | 1.7 km | B | yes |
| King Solomon Palace Glatt Kosher Restaurant kosher | 1.7 km | C | no |
| The Bay Cafe kosher | 1.8 km | D | yes |
| Great Kosher Restaurants International kosher | 2.1 km | B | yes |
| Mazza & More kosher | 2.2 km | B | yes |
Businesses like Cafe Rose Brooklyn in New York
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York | 10,998 | 52% | 34% | 43.4% |
| Sites using Toast in New York | 546 | 74% | 62% | 43.4% |
The best of the sites using Toast in New York
Adrianna's Pizzeria A 100% · Blend Williamsburg A 100% · Bono Trattoria A 100% · Decades A 100% · Enthaice A 100%
After the top fixes
With the three fixes above (No structured data for the business; No menu or price list found; Booking through an unrecognised third party), the score would be about 83.4%. That would be 1760th of 10,998 in New York, up from 6797th.
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 +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). Every assistant reads this block first, and the fix kit below has it filled in. 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
- Booking through an unrecognised third party +5 points
Check that the provider keeps your business as the seller of record. How to fix it
- The server turns AI crawlers away at the door +3.3 points
Requests as GPTBot (http_429) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. How to fix it
- robots.txt blocks GPTBot, Google-Extended +2.5 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
- 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
- The phone number on the site doesn't match the open map data
The site shows (929) 334-4874, but OpenStreetMap or Overture Maps lists +17183363368. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.
Send the fixes to your web person
No one is listed yet to fix this in New York. List your agency or yourself. It's free, and every listing is reviewed by hand.
Already right
- Ordering through toast on your own domain There's no marketplace commission, and the customer stays yours.
- Toast works with agents through its partners Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Terms read on 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.
Builder: unknown · 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": "LocalBusiness",
"name": "Cafe Rose Brooklyn",
"url": "http://biotree.me/caferose",
"telephone": "+17183363368",
"address": "815 Avenue U, 11223, New York",
"geo": {
"@type": "GeoCoordinates",
"latitude": 40.59824298,
"longitude": -73.96247112
},
"potentialAction": [
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://order.toasttab.com/online/cafe-rose-brooklyn",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</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.
# Cafe Rose Brooklyn > local business (kosher) in 815 Avenue U, 11223, New York, New York. Phone +17183363368. ## Book or order directly - Order: https://order.toasttab.com/online/cafe-rose-brooklyn (through toast acting for the business) ## About - Website: http://biotree.me/caferose - 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.
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 Cafe Rose Brooklyn
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/biotree.me, through the MCP tool direct_record and in the city feed /city/new-york/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | order.toasttab.com/online/cafe-rose-brooklyn vendor on own site: Toast | found by the scan of 2026-10-23, not yet tested |
| Menu | none on record | |
| Hours | none on record | |
| Phone | +17183363368 |
Stable links that count: /go/biotree.me/order 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 | 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 Toast | yes |
| Vendor terms for agents Toast, read 2026-10-15 | Through partners |
Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Source. About Toast · all vendors.
Level 1 of 5, Basic Web Presence
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 | yes |
| 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 |