# Browny: Agent-Direct Score D (50.8%)

Site: https://www.brownycoffee.com
Report: https://directindex.org/r/brownycoffee.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Browny is hard for agents to use.
An AI assistant can open Browny's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

## Direct links
- Address: 19519 Northern Blvd, 11358-3034, Flushing
- Prices: 36 prices on the site, the middle one $17.99
- Languages: English, Spanish

## Nearby, also direct
Places near Browny that take a booking or an order on their own website, with no marketplace in between.
- Firefly Korean Lounge and Bar (90 m): https://directindex.org/r/bandibar.com
- Fontana Famous Pizza and Gyro (260 m): https://directindex.org/r/fontanafamous.com
- Piccolo Sogno (630 m): https://directindex.org/r/piccolosognony.com
- BKNY Thai Restaurant (760 m): https://directindex.org/r/bknythai.com

## What to fix first
- **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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. Guide: https://directindex.org/guides/menu-pdf-ai

## What the site tells visitors (Measured, not scored)
- **36 prices on the landing page, the middle one $17.99.** 

## Fix kit: What 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.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Browny",
  "url": "https://www.brownycoffee.com",
  "address": "19519 Northern Blvd, 11358-3034, Flushing",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.75816,
    "longitude": -73.78598
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it

## Where it stands
5297 of 9271 in New York. Top 57% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 99% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 57% | no |
| Have an llms.txt | 25% | yes |

Nearest places in the index: Firefly Korean Lounge and Bar (A, 92 m, https://directindex.org/r/bandibar.com); Mythos Authentic Greek Cuisine (F, 105 m, https://directindex.org/r/mythosnyc.com); Cafe Bench (F, 120 m, https://directindex.org/r/cafebench-crepe.com); Pho Che (F, 167 m, https://directindex.org/r/phoche.com); Fontana Famous Pizza and Gyro (B, 264 m, https://directindex.org/r/fontanafamous.com); The Sweet Sap (C, 475 m, https://directindex.org/r/thesweetsap.com); Pizzarama (F, 515 m, https://directindex.org/r/pizzarama.com); Safe Harbor West Agency Inc (F, 579 m, https://directindex.org/r/sixhrclass.com); Piccolo Sogno (C, 634 m, https://directindex.org/r/piccolosognony.com); BKNY Thai Restaurant (D, 756 m, https://directindex.org/r/bknythai.com).

## What assistants answer
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. Browny wasn't one of them. See who was named: https://directindex.org/city/new-york/recommended


Compared with its peers: Sites built with Shopify 48% (26% A or B, 7656 sites); This site 50.8%.

See what an AI agent reads on this site: https://directindex.org/r/brownycoffee.com/agent-view

## Businesses like Browny in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York | 9271 | 52% | 36% | 50.8% |
| Sites built with Shopify in New York | 82 | 71% | 60% | 50.8% |

The best of the sites built with Shopify in New York: Angelina's (A 100%, https://directindex.org/r/angelinasristorante.com); Decades (A 100%, https://directindex.org/r/decades.pizza); La Ñapa (A 100%, https://directindex.org/r/lanapamarket.com); Cast Iron Pot (A 86.2%, https://directindex.org/r/castironpotbbq.com); Altro Paradiso (B 84.6%, https://directindex.org/r/altroparadiso.com).

With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 284th of 9,271 in New York, up from 5297th.

## The direct record
What agents get for Browny, as JSON: https://directindex.org/api/direct/brownycoffee.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: none on record

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): yes
- 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 (Square, Toast, or a vendor whose terms allow agents): no

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 0 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/brownycoffee.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: yes
- llms.txt: yes
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: yes
- OAuth protected resource metadata: yes
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: yes
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/brownycoffee.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/brownycoffee.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=brownycoffee.com&force=1