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

Brunch

brunchbroadway.com is hard for agents to use.

Menu: brunchbroadway.com/menu

See what an AI agent reads on this site →

D
53.8%

35 of 65 points available

1/5

agent-readiness level, Basic Web Presence

3

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. 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). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it

  2. Ordering only through grubhub +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

  3. 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: unknown · 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 your builder 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": "CafeOrCoffeeShop",
  "name": "Brunch",
  "url": "https://brunchbroadway.com",
  "email": "customerservice@brunchbroadway.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Broadway 2210",
    "postalCode": "10024",
    "addressLocality": "New York"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.783395,
    "longitude": -73.9799783
  },
  "openingHours": "Mo-Su 09:00-15:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "09:00",
      "closes": "15:30"
    }
  ],
  "hasMenu": "https://brunchbroadway.com/menu"
}
</script>

llms.txt

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

# Brunch

> cafe or coffee shop in Broadway 2210 10024 New York, New York cafes and bars.

## Book or order directly

- Menu: https://brunchbroadway.com/menu

## Opening hours

Mo-Su 09:00-15:30

## About

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

755 of 1,808 in New York cafes and bars

Top 42% of the sites scanned in this index. Just above: Break Bar D, Broad Nosh Bagel D. Just below: Canyon Coffee D, Chip City D.

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 using Grubhub 140 sites66%46%53.8%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Mochi Dolci & 222 Speakeasy dessert48 mByes
New York Comedy Club59 mByes
Dublin House70 mDno
Zabar's Cafe151 mByes
Sandwell155 mAyes
Mille-Feuille Bakery Cafe156 mAyes
Black Lab Cafe coffee_shop183 mFno
Hoptimist190 mByes
The Wolfe220 mAyes
The Owl's Tail282 mBno
Businesses like yours

Businesses like Brunch in New York cafes and bars

GroupSitesAvg scoreA or BThis site
Same kind in New York cafes and bars1,80841%26%53.8%
Using Grubhub in New York cafes and bars2369%57%53.8%

The best of Using Grubhub in New York cafes and bars

Maggie's Place A 93.8% · La Cava Wine Bar A 90.8% · Paneantico B 81.5% · Corner Bistro East B 76.9% · Crispy Heaven Bakery B 76.9%

The climb

With the two fixes above (No structured data for the business; Ordering only through grubhub) the score would be about 95.4%: 5th of 1,808 in New York cafes and bars, up from 755th.

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/markdownyes
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 businessno
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 D

<a href="https://directindex.org/r/brunchbroadway.com"><img src="https://directindex.org/badge/brunchbroadway.com.svg" alt="Agent-Direct Score D" 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.