# Tropix Bar & Lounge: Agent-Direct Score B (73.8%)

Site: https://tropixnyc.com
Report: https://directindex.org/r/tropixnyc.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Tropix Bar & Lounge is mostly ready for agents.

## Direct links
- Book directly: https://tropixnyc.com/-reservations?source=pop_up&spot_id=6475&destination=reservations&promotion=reservations (on the business's own site)
- Menu: https://tropixnyc.com/-food-menu?source=pop_up&spot_id=6475&destination=food_menu&promotion=custom_promotion
- Phone: +17182750024

## What to fix first
- **No structured data for the business.** (+14 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. 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": "Tropix Bar & Lounge",
  "url": "https://tropixnyc.com",
  "telephone": "+17182750024",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7302543,
    "longitude": -73.8636012
  },
  "openingHours": "Mo-Th 15:30-24:00, Fr-Sa 15:30-02:00, Mo 15:30-24:00",
  "servesCuisine": [
    "wings",
    "burger"
  ],
  "acceptsReservations": "https://tropixnyc.com/-reservations?source=pop_up&spot_id=6475&destination=reservations&promotion=reservations",
  "hasMenu": "https://tropixnyc.com/-food-menu?source=pop_up&spot_id=6475&destination=food_menu&promotion=custom_promotion",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://tropixnyc.com/-reservations?source=pop_up&spot_id=6475&destination=reservations&promotion=reservations",
        "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.

```
# Tropix Bar & Lounge

> bar or pub (wings, burger) in New York cafes and bars. Phone +17182750024.

## Book or order directly

- Book: https://tropixnyc.com/-reservations?source=pop_up&spot_id=6475&destination=reservations&promotion=reservations (on the business's own site)
- Menu: https://tropixnyc.com/-food-menu?source=pop_up&spot_id=6475&destination=food_menu&promotion=custom_promotion

## Opening hours

Mo-Th 15:30-24:00, Fr-Sa 15:30-02:00, Mo 15:30-24:00

## About

- Website: https://tropixnyc.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.
- **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
401 of 1625 in New York cafes and bars. Top 25% 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 | 24% | no |
| Have an llms.txt | 11% | no |

Nearest places in the index: Quickly (C, 1815 m, https://directindex.org/r/quicklyusa.com); Tap House (D, 2163 m, https://directindex.org/r/taphousequeens.com); Lavazza Cafe (D, 2651 m, https://directindex.org/r/lavazza.com); 69 Coffee Shop (B, 2806 m, https://directindex.org/r/69coffeeshop.com); Caffé Bene (F, 2842 m, https://directindex.org/r/caffebenequeens.com); Yaaas Tea Forest Hills (B, 3177 m, https://directindex.org/r/yaaastea.com); Buddha Bar Queens (B, 3205 m, https://directindex.org/r/buddhabarqueens.com); Ngatso Cafe (C, 3625 m, https://directindex.org/r/ngatso.com); Praga Tapas Bar (F, 3677 m, https://directindex.org/r/pragatapas.com); Dunkin (F, 3731 m, https://directindex.org/r/dunkindonuts.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 using Uber Eats 63% (34% A or B, 661 sites); This site 73.8%.

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

## Businesses like Tropix Bar & Lounge in New York cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York cafes and bars | 1625 | 46% | 29% | 73.8% |
| Using Uber Eats in New York cafes and bars | 8 | 73% | 63% | 73.8% |

The best of Using Uber Eats in New York cafes and bars: The Brooklyn Firefly (A 95%, https://directindex.org/r/thebrooklynfirefly.com); 333 Lounge (A 93.8%, https://directindex.org/r/333lounge.com); Frenchy Cafe (B 76.9%, https://directindex.org/r/frenchycoffeenyc.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 (No structured data for the business) the score would be about 95.4%: 8th of 1,625 in New York cafes and bars, up from 401st.

## The direct record
What agents get for Tropix Bar & Lounge, as JSON: https://directindex.org/api/direct/tropixnyc.com
- Book: https://tropixnyc.com/-reservations?source=pop_up&spot_id=6475&destination=reservations&promotion=reservations (own site; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: https://tropixnyc.com/-food-menu?source=pop_up&spot_id=6475&destination=food_menu&promotion=custom_promotion (html_page; from the scan)
- Hours: Mo-Th 15:30-24:00, Fr-Sa 15:30-02:00, Mo 15:30-24:00 (from OpenStreetMap)
- Phone: +17182750024
- Stable links that count: https://directindex.org/go/tropixnyc.com/book, https://directindex.org/go/tropixnyc.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 | 8 | 25 |
| Actionable | 15 | 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/tropixnyc.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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: no

Deep report: https://directindex.org/r/tropixnyc.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=tropixnyc.com&force=1