# The Brooklyn Firefly: Agent-Direct Score A (95%)

Site: https://www.thebrooklynfirefly.com
Report: https://directindex.org/r/thebrooklynfirefly.com
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
The Brooklyn Firefly is ready for agents.

## Direct links
- Book directly: https://www.thebrooklynfirefly.com/hours-location (on the business's own site)
- Menu: https://www.thebrooklynfirefly.com/menus
- Phone: (718)833-5000

## What to fix first
- **Structured data is incomplete.** (+1 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering only through ubereats.** (no points, still worth doing) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "BarOrPub",
  "name": "The Brooklyn Firefly",
  "url": "https://www.thebrooklynfirefly.com",
  "telephone": "(718)833-5000",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.6346523,
    "longitude": -74.0263014
  },
  "openingHours": "Tu-Fr 17:00-22:00; Sa-Su 13:00-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "17:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "13:00",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "pizza"
  ],
  "acceptsReservations": "https://www.thebrooklynfirefly.com/hours-location",
  "hasMenu": "https://www.thebrooklynfirefly.com/menus",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.thebrooklynfirefly.com/hours-location",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# The Brooklyn Firefly

> bar or pub (pizza) in New York cafes and bars. Phone (718)833-5000.

## Book or order directly

- Book: https://www.thebrooklynfirefly.com/hours-location (on the business's own site)
- Menu: https://www.thebrooklynfirefly.com/menus

## Opening hours

Tu-Fr 17:00-22:00; Sa-Su 13:00-22:00

## About

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

## 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 (LocalBusiness).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
12 of 1625 in New York cafes and bars. Top 1% of the sites scanned in this index.

| 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% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 99% | yes |
| Structured data with address, phone and hours | 23% | no |
| Have an llms.txt | 10% | no |

Nearest places in the index: City League (F, 240 m, https://directindex.org/r/cityleaguecoffee.com); Cup of Joe (F, 622 m, https://directindex.org/r/cupofjoecoffeeco.com); Bean Post Pub (D, 722 m, https://directindex.org/r/beanpostpub.com); The Healing Bean (F, 734 m, https://directindex.org/r/healingbeancafe.com); Asal Yemen (C, 742 m, https://directindex.org/r/presidiolibrary.com); Pier 69 Market (A, 887 m, https://directindex.org/r/pier69market.com); Latte Da (F, 1325 m, https://directindex.org/r/lattedacafes.com); Molly Tea (C, 1461 m, https://directindex.org/r/mollytea.com); HôM (D, 1503 m, https://directindex.org/r/thehomstore.com); Cup of Joe (F, 1538 m, https://directindex.org/r/craverapp.com).

## What assistants answer
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.

Against its peers: Sites built with Squarespace 65% (47% A or B, 7027 sites); Sites using Uber Eats 63% (34% A or B, 659 sites); This site 95%.

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

## Businesses like The Brooklyn Firefly in New York cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York cafes and bars | 1625 | 45% | 28% | 95% |
| Built with Squarespace in New York cafes and bars | 403 | 67% | 44% | 95% |
| Using Uber Eats in New York cafes and bars | 8 | 73% | 63% | 95% |
| Built with Squarespace and using Uber Eats in New York cafes and bars | 4 | 82% | 75% | 95% |

The best of Built with Squarespace and using Uber Eats in New York cafes and bars: 333 Lounge (A 93.8%, https://directindex.org/r/333lounge.com); Jack's Fire Department (B 70.8%, https://directindex.org/r/jacksfiredepartment.com); Nhà Minh (C 69.2%, https://directindex.org/r/nhaminhnyc.com).

With the fix above (Structured data is incomplete) the score would be about 96.3%: 3rd of 1,625 in New York cafes and bars, up from 12th.

## The direct record
What agents get for The Brooklyn Firefly, as JSON: https://directindex.org/api/direct/thebrooklynfirefly.com
- Book: https://www.thebrooklynfirefly.com/hours-location (own site; verified direct, 2026-10-14)
- Order: none on record
- Menu: https://www.thebrooklynfirefly.com/menus (html_page; from the scan)
- Hours: Tu-Fr 17:00-22:00; Sa-Su 13:00-22:00 (open now) (from OpenStreetMap)
- Phone: (718)833-5000
- Stable links that count: https://directindex.org/go/thebrooklynfirefly.com/book, https://directindex.org/go/thebrooklynfirefly.com/menu

## 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): 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

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 21 | 25 |
| Actionable | 30 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/thebrooklynfirefly.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: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Deep report: https://directindex.org/r/thebrooklynfirefly.com/deep. 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.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=thebrooklynfirefly.com&force=1