The Direct Index
Report · New York cafes and bars · scanned 2026-10-14

Brooklyn Public House

brooklynpublic.com is partly visible to agents.

Menu: www.brooklynpublic.com/bphmenu

See what an AI agent reads on this site →

C
66.2%

43 of 65 points available

1/5

agent-readiness level, Basic Web Presence

4

things to fix

Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.

Findings

What to fix first

  1. Ordering only through seamless +12 points

    Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. How to fix it About this vendor

  2. Structured data is incomplete +5 points

    Missing: telephone, opening hours. How to fix it

  3. Almost no text without JavaScript +2 points

    Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. How to fix it

  4. 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 New York cafes and bars. List your agency or yourself: free, reviewed by hand.

Already right

Builder: squarespace · Front: cloudflare

Fix kit

What to paste

Filled from the business's own record and this scan. Check every line before it goes live; where it goes on squarespace is in the guides.

Structured data (JSON-LD)

One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "BarOrPub",
  "name": "Brooklyn Public House",
  "url": "https://www.brooklynpublic.com/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "DeKalb Avenue 247",
    "postalCode": "11217"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.6895922,
    "longitude": -73.969402
  },
  "hasMenu": "https://www.brooklynpublic.com/bphmenu"
}
</script>

llms.txt

Save as /llms.txt at the root of the site. Guide.

# Brooklyn Public House

> bar or pub in DeKalb Avenue 247 11217, New York cafes and bars.

## Book or order directly

- Menu: https://www.brooklynpublic.com/bphmenu

## About

- Website: https://www.brooklynpublic.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Where it stands

520 of 1,808 in New York cafes and bars

Top 29% of the sites scanned in this index. Just above: As is NYC C, Bronx Alehouse C. Just below: Brookside Market C, Conwell Coffee Hall C.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain98%no
Publish the menu or price list as HTML96%yes
Let AI crawlers in (no edge block, no robots.txt block)99%yes
Structured data with address, phone and hours23%no
Have an llms.txt9%no

The top tenth is the 182 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with Squarespace 6,916 sites64%46%66.2%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
The Great Georgiana american, brunch, charcuterie30 mByes
Peckish coffee_shop, breakfast, sandwich280 mByes
Prima Brooklyn coffee_shop, breakfast, sandwich, wine_bar411 mFno
Mayflower431 mFno
DSK Brooklyn german549 mCno
Blank Street Coffee coffee_shop560 mBno
Fancy Free american, pub572 mCyes
Entre Nous french580 mByes
Izzy Rose snack628 mFno
Golden Ratio638 mDno
Businesses like yours

Businesses like Brooklyn Public House in New York cafes and bars

GroupSitesAvg scoreA or BThis site
Same kind in New York cafes and bars1,80841%26%66.2%
Built with Squarespace in New York cafes and bars40367%44%66.2%
Using Seamless in New York cafes and bars452%0%66.2%
Built with Squarespace and using Seamless in New York cafes and bars255%0%66.2%

The best of Using Seamless in New York cafes and bars

Mouette D 50.8% · Eagle Trading Company D 47.2% · Cup of Brooklyn D 44.6%

The climb

With the three fixes above (Ordering only through seamless; Structured data is incomplete; Almost no text without JavaScript) the score would be about 95.4%: 5th of 1,808 in New York cafes and bars, up from 520th.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

Agent readiness

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 homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessyes
Assistants

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.

Badge

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score C

<a href="https://directindex.org/r/brooklynpublic.com"><img src="https://directindex.org/badge/brooklynpublic.com.svg" alt="Agent-Direct Score C" width="236" height="40"></a>
Owners

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

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
One email, the fixes and the link; nothing stored.