# 2nd Floor Bar & Essen: Agent-Direct Score C (60%)

Site: https://2ndfloor.com/
Report: https://directindex.org/r/2ndfloor.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.)
2nd Floor Bar & Essen is partly visible to agents.

## Direct links
- Book directly: https://www.opentable.com/widget/reservation/loader?rid=1005703&domain=com&type=standard&theme=standard&lang=en&overlay=false&iframe=true (through opentable acting for the business)
- Menu: https://2ndfloor.com/wp-content/uploads/2025/03/Food-Menu-3.2025.pdf
- Phone: +1-212-737-1700

## What to fix first
- **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. Guide: https://directindex.org/guides/structured-data-restaurant
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **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": "2nd Floor Bar & Essen",
  "url": "https://2ndfloor.com/",
  "telephone": "+1-212-737-1700",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "1st Avenue 1442",
    "postalCode": "10021"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7695853,
    "longitude": -73.9544262
  },
  "openingHours": "Tu-Th 17:00-24:00, Fr-Sa 17:00-02:00",
  "servesCuisine": [
    "pub"
  ],
  "acceptsReservations": "https://www.opentable.com/widget/reservation/loader?rid=1005703&domain=com&type=standard&theme=standard&lang=en&overlay=false&iframe=true",
  "hasMenu": "https://2ndfloor.com/wp-content/uploads/2025/03/Food-Menu-3.2025.pdf",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.opentable.com/widget/reservation/loader?rid=1005703&domain=com&type=standard&theme=standard&lang=en&overlay=false&iframe=true",
        "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.

```
# 2nd Floor Bar & Essen

> bar or pub (pub) in 1st Avenue 1442 10021, New York cafes and bars. Phone +1-212-737-1700.

## Book or order directly

- Book: https://www.opentable.com/widget/reservation/loader?rid=1005703&domain=com&type=standard&theme=standard&lang=en&overlay=false&iframe=true (through opentable acting for the business)
- Menu: https://2ndfloor.com/wp-content/uploads/2025/03/Food-Menu-3.2025.pdf

## Opening hours

Tu-Th 17:00-24:00, Fr-Sa 17:00-02:00

## About

- Website: https://2ndfloor.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.
- **Booking through opentable on your own domain.** No marketplace commission, and the guest stays yours.
- **OpenTable lets agents act only through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that is not a partner cannot finish the step there; a direct path on your own domain works for all of them.

## Where it stands
674 of 1625 in New York cafes and bars. Top 41% 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% | no |
| 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 with a similar menu: The Pony Bar (B, 23 m, https://directindex.org/r/theponybar.com); Dylan Murphy's (B, 752 m, https://directindex.org/r/dylanmurphysnyc.com); Caledonia (C, 754 m, https://directindex.org/r/caledoniabar.com); East End Bar & Grill (D, 1606 m, https://directindex.org/r/facebook.com); Bartley Dunne's (B, 2345 m, https://directindex.org/r/bartleysnyc.com); Tanner Smith's (B, 2358 m, https://directindex.org/r/tannersmiths.com); Rosie Dunn's (A, 2406 m, https://directindex.org/r/rosiedunns.com); Maggie's Place (A, 2425 m, https://directindex.org/r/maggiesnyc.com); The Elgin (B, 2556 m, https://directindex.org/r/elginnyc.com); Malone's Irish Bar & Grill (C, 2565 m, https://directindex.org/r/malonesnyc.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 WordPress 58% (29% A or B, 36926 sites); Sites using OpenTable 67% (43% A or B, 1462 sites); This site 60%.

See what an AI agent reads on this site: https://directindex.org/r/2ndfloor.com/agent-view

## Businesses like 2nd Floor Bar & Essen 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% | 60% |
| Built with WordPress in New York cafes and bars | 235 | 60% | 33% | 60% |
| Using OpenTable in New York cafes and bars | 22 | 72% | 55% | 60% |
| Built with WordPress and using OpenTable in New York cafes and bars | 10 | 63% | 30% | 60% |

The best of Built with WordPress and using OpenTable in New York cafes and bars: Westville (B 75.8%, https://directindex.org/r/westville.com); Mompou Tapas Bar & Restaurant (B 75.4%, https://directindex.org/r/mompoutapas.com); The Basement (B 73.8%, https://directindex.org/r/thebasementnyc.com); Sweet Linda (C 66.2%, https://directindex.org/r/sweetlindanyc.com); Skin Contact (C 63.1%, https://directindex.org/r/skincontact.nyc).

With the two fixes above (No structured data for the business; Menu or price list is a PDF) the score would be about 87.7%: 72nd of 1,625 in New York cafes and bars, up from 674th.

## The direct record
What agents get for 2nd Floor Bar & Essen, as JSON: https://directindex.org/api/direct/2ndfloor.com
- Book: https://www.opentable.com/widget/reservation/loader?rid=1005703&domain=com&type=standard&theme=standard&lang=en&overlay=false&iframe=true (vendor on own site: OpenTable; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: https://2ndfloor.com/wp-content/uploads/2025/03/Food-Menu-3.2025.pdf (pdf; from the scan)
- Hours: Tu-Th 17:00-24:00, Fr-Sa 17:00-02:00 (from OpenStreetMap)
- Phone: +1-212-737-1700
- Stable links that count: https://directindex.org/go/2ndfloor.com/book, https://directindex.org/go/2ndfloor.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
- Vendor terms for agents, OpenTable: Partners only. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 4 | 25 |
| Actionable | 10 | 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/2ndfloor.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: no

Deep report: https://directindex.org/r/2ndfloor.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=2ndfloor.com&force=1