# Sunny's: Agent-Direct Score A (90.8%)

Site: https://www.sunnysredhook.com
Report: https://directindex.org/r/sunnysredhook.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.)
Sunny's is ready for agents.

## Direct links
- Book directly: https://www.sunnysredhook.com/private-events/ (on the business's own site)
- Order directly: https://getbento.com/?utm_source=header&utm_campaign=sunnysredhook.com (through bentobox acting for the business)
- Menu: https://www.sunnysredhook.com/menus/
- Phone: +1-718-625-8211

## 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": "Sunny's",
  "url": "https://www.sunnysredhook.com",
  "telephone": "+1-718-625-8211",
  "email": "info.sunnysbar@gmail.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Conover Street 253",
    "postalCode": "11231"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.6756774,
    "longitude": -74.0168831
  },
  "openingHours": "Mo-Tu 15:00-24:00, We-Th 15:00-01:00, Fr 16:00-01:00, Sa 12:00-01:00, Su 12:00-24:00",
  "acceptsReservations": "https://www.sunnysredhook.com/private-events/",
  "hasMenu": "https://www.sunnysredhook.com/menus/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.sunnysredhook.com/private-events/",
        "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=sunnysredhook.com",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Sunny's

> bar or pub in Conover Street 253 11231, New York cafes and bars. Phone +1-718-625-8211.

## Book or order directly

- Book: https://www.sunnysredhook.com/private-events/ (on the business's own site)
- Order: https://getbento.com/?utm_source=header&amp;utm_campaign=sunnysredhook.com (through bentobox acting for the business)
- Menu: https://www.sunnysredhook.com/menus/

## Opening hours

Mo-Tu 15:00-24:00, We-Th 15:00-01:00, Fr 16:00-01:00, Sa 12:00-01:00, Su 12:00-24:00

## About

- Website: https://www.sunnysredhook.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 (FoodEstablishment).** address, phone
- **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.
- **Ordering through bentobox on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
49 of 1625 in New York cafes and bars. Top 3% 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: The Red Hook Winery (C, 217 m, https://directindex.org/r/redhookwinery.com); Strong Rope Brewery (C, 233 m, https://directindex.org/r/strongropebrewery.com); San Pedro Inn (D, 620 m, https://directindex.org/r/sanpedroinn.com); Jalopy Tavern (A, 1231 m, https://directindex.org/r/jalopytavern.biz); Kasbah Bakery (F, 1422 m, https://directindex.org/r/kasbahbakery.com); Travel Bar (D, 1503 m, https://directindex.org/r/travelbarbrooklyn.com); Queue Beer (C, 1581 m, https://directindex.org/r/queue.beer); Atelier Ariana (B, 1603 m, https://directindex.org/r/atelierariana.com); Abilene (A, 1656 m, https://directindex.org/r/abilenebarbrooklyn.com); Noire (C, 1681 m, https://directindex.org/r/noireny.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, 911 sites); Sites using BentoBox 83% (93% A or B, 343 sites); This site 90.8%.

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

## Businesses like Sunny's 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% | 90.8% |
| Built with BentoBox in New York cafes and bars | 109 | 84% | 94% | 90.8% |
| Using BentoBox in New York cafes and bars | 55 | 82% | 89% | 90.8% |
| Built with BentoBox and using BentoBox in New York cafes and bars | 54 | 82% | 89% | 90.8% |

The best of Built with BentoBox and using BentoBox in New York cafes and bars: Nurse Bettie (A 96.3%, https://directindex.org/r/nursebettie.com); The Broken Shaker (A 96.3%, https://directindex.org/r/brokenshaker.com); Manhatta (A 90.8%, https://directindex.org/r/manhattarestaurant.com); Ophelia Lounge NYC (A 90.8%, https://directindex.org/r/opheliany.com); Sundays Well (A 90.8%, https://directindex.org/r/sundayswellnyc.com).

With the fix above (Structured data is incomplete) the score would be about 95.4%: 7th of 1,625 in New York cafes and bars, up from 49th.

## The direct record
What agents get for Sunny's, as JSON: https://directindex.org/api/direct/sunnysredhook.com
- Book: https://www.sunnysredhook.com/private-events/ (own site; found by the scan of 2026-10-14, not yet tested)
- Order: https://getbento.com/?utm_source=header&amp;utm_campaign=sunnysredhook.com (vendor on own site: BentoBox; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.sunnysredhook.com/menus/ (html_page; from the scan)
- Hours: Mo-Tu 15:00-24:00, We-Th 15:00-01:00, Fr 16:00-01:00, Sa 12:00-01:00, Su 12:00-24:00 (from OpenStreetMap)
- Phone: +1-718-625-8211
- Stable links that count: https://directindex.org/go/sunnysredhook.com/book, https://directindex.org/go/sunnysredhook.com/order, https://directindex.org/go/sunnysredhook.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 | 19 | 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/sunnysredhook.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: yes

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