# Opera House: Agent-Direct Score B (83.1%)

Site: https://www.operahouse.nyc/
Report: https://directindex.org/r/operahouse.nyc
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.)
Opera House is mostly ready for agents.

## Direct links
- Book directly: https://www.sevenrooms.com/explore/operahouse/subscription (through sevenrooms acting for the business)
- Order directly: https://getbento.com/?utm_source=header&utm_campaign=operahouse.nyc (through bentobox acting for the business)
- Menu: https://www.operahouse.nyc/menus/
- Phone: +1-646-355-8693

## What to fix first
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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": "Opera House",
  "url": "https://www.operahouse.nyc/",
  "telephone": "+1-646-355-8693",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Doyers Street 5",
    "postalCode": "10013"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7143387,
    "longitude": -73.9980744
  },
  "openingHours": "Mo-Su 17:00-01:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "17:00",
      "closes": "01:30"
    }
  ],
  "servesCuisine": [
    "chinese"
  ],
  "acceptsReservations": "https://www.sevenrooms.com/explore/operahouse/subscription",
  "hasMenu": "https://www.operahouse.nyc/menus/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.sevenrooms.com/explore/operahouse/subscription",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://getbento.com/?utm_source=header&amp;utm_campaign=operahouse.nyc",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Opera House

> bar or pub (chinese) in Doyers Street 5 10013, New York cafes and bars. Phone +1-646-355-8693.

## Book or order directly

- Book: https://www.sevenrooms.com/explore/operahouse/subscription (through sevenrooms acting for the business)
- Order: https://getbento.com/?utm_source=header&amp;utm_campaign=operahouse.nyc (through bentobox acting for the business)
- Menu: https://www.operahouse.nyc/menus/

## Opening hours

Mo-Su 17:00-01:30

## About

- Website: https://www.operahouse.nyc/
- 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 (FoodEstablishment).** address, phone
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking through sevenrooms on your own domain.** No marketplace commission, and the guest stays yours.
- **Ordering through bentobox on your own domain.** No marketplace commission, and the guest stays yours.
- **SevenRooms lets agents act only through its partners.** SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Read 2026-10-15: https://sevenrooms.com/terms-of-service/. 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
211 of 1625 in New York cafes and bars. Top 13% 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: Lei (B, 25 m, https://directindex.org/r/leiwine.nyc); Bake Culture (D, 203 m, https://directindex.org/r/bakecultureusa.com); Yaya Tea Garden (B, 336 m, https://directindex.org/r/yayatea.com); Mr. Fong's (F, 386 m, https://directindex.org/r/mrfongs.com); Banh By Lauren (C, 401 m, https://directindex.org/r/banhbylauren.com); The Monroe (F, 465 m, https://directindex.org/r/themonroenyc.com); Sake Bar Asoko (D, 517 m, https://directindex.org/r/sakebarasoko.com); Caffè Palermo (A, 523 m, https://directindex.org/r/caffepalermo.com); Kaigo Coffee Room (D, 524 m, https://directindex.org/r/kaigocoffee.com); Ferrara (B, 536 m, https://directindex.org/r/ferraranyc.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 BentoBox 84% (96% A or B, 951 sites); Sites using SevenRooms 71% (53% A or B, 669 sites); Sites using BentoBox 83% (93% A or B, 357 sites); This site 83.1%.

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

## Businesses like Opera House 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% | 83.1% |
| Built with BentoBox in New York cafes and bars | 109 | 84% | 94% | 83.1% |
| Using SevenRooms in New York cafes and bars | 13 | 78% | 77% | 83.1% |
| Built with BentoBox and using SevenRooms in New York cafes and bars | 5 | 84% | 100% | 83.1% |

The best of Built with BentoBox and using SevenRooms in New York cafes and bars: LilliStar (A 87.7%, https://directindex.org/r/lillistarbk.com); Old Mates Pub (B 84.6%, https://directindex.org/r/oldmates.com); Haswell Green's (B 83.1%, https://directindex.org/r/haswellgreens.com); Mr Purple (B 83.1%, https://directindex.org/r/mrpurplenyc.com).

With the fix above (Structured data is incomplete) the score would be about 87.7%: 72nd of 1,625 in New York cafes and bars, up from 211th.

## The direct record
What agents get for Opera House, as JSON: https://directindex.org/api/direct/operahouse.nyc
- Book: https://www.sevenrooms.com/explore/operahouse/subscription (vendor on own site: SevenRooms; found by the scan of 2026-10-14, not yet tested)
- Order: https://getbento.com/?utm_source=header&amp;utm_campaign=operahouse.nyc (vendor on own site: BentoBox; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.operahouse.nyc/menus/ (html_page; from the scan)
- Hours: Mo-Su 17:00-01:30 (open now) (from OpenStreetMap)
- Phone: +1-646-355-8693
- Stable links that count: https://directindex.org/go/operahouse.nyc/book, https://directindex.org/go/operahouse.nyc/order, https://directindex.org/go/operahouse.nyc/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, SevenRooms: Partners only. SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Read 2026-10-15: https://sevenrooms.com/terms-of-service/

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 19 | 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/operahouse.nyc
- 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: yes

Deep report: https://directindex.org/r/operahouse.nyc/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=operahouse.nyc&force=1