# Off the Hook Raw Bar & Grill: Agent-Direct Score B (78.5%)

Site: https://offthehooknyc.com/
Report: https://directindex.org/r/offthehooknyc.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.)
Off the Hook Raw Bar & Grill is mostly ready for agents.

## Direct links
- Menu: https://offthehooknyc.com/our-menu

## What to fix first
- **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Structured data is incomplete.** (+2 points) Missing: telephone. 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": "Restaurant",
  "name": "Off the Hook Raw Bar & Grill",
  "url": "https://offthehooknyc.com/",
  "email": "offthehookrawbar@gmail.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "34th Street 28-08",
    "postalCode": "11103",
    "addressLocality": "Astoria"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7671044,
    "longitude": -73.9180459
  },
  "openingHours": "Mo 16:00-23:00; Tu Off; We-Fr 16:00-23:00; Sa 13:00-23:00; Su 13:00-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday"
      ],
      "opens": "16:00",
      "closes": "23:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "16:00",
      "closes": "23:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "13:00",
      "closes": "23:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "13:00",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "seafood"
  ],
  "hasMenu": "https://offthehooknyc.com/our-menu"
}
</script>
```

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

```
# Off the Hook Raw Bar & Grill

> restaurant (seafood) in 34th Street 28-08 11103 Astoria, New York.

## Book or order directly

- Menu: https://offthehooknyc.com/our-menu

## Opening hours

Mo 16:00-23:00; Tu Off; We-Fr 16:00-23:00; Sa 13:00-23:00; Su 13:00-22:00

## About

- Website: https://offthehooknyc.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.** There is no robots.txt, which allows everything.
- **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.

## Where it stands
1070 of 4270 in New York. 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 | 100% | no |
| Publish the menu or price list as HTML | 99% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 50% | no |
| Have an llms.txt | 13% | no |

Nearest places with a similar menu: AbuQir Seafood (B, 608 m, https://directindex.org/r/zoyaf.com); The Monster Crab (B, 1675 m, https://directindex.org/r/themonstercrab.com); Astoria Seafood (D, 1759 m, https://directindex.org/r/astoriaseafoodnyc.com); Cap't Loui Seafood Boil (B, 2676 m, https://directindex.org/r/captloui.com); Catch n' Chop (A, 3295 m, https://directindex.org/r/catchnchop.com); Flex Mussels (B, 3347 m, https://directindex.org/r/flexmussels.com); AB Fish Market (A, 3476 m, https://directindex.org/r/abfishmarketny.com); A Taste of Seafood (C, 3630 m, https://directindex.org/r/atasteofseafood.com); Island (A, 3735 m, https://directindex.org/r/islandny.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 GoDaddy Website Builder 54% (23% A or B, 285 sites); This site 78.5%.

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

## Businesses like Off the Hook Raw Bar & Grill in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York | 4270 | 52% | 40% | 78.5% |
| Built with GoDaddy Website Builder in New York | 51 | 63% | 41% | 78.5% |

The best of Built with GoDaddy Website Builder in New York: Chicago's Pizza With-A-Twist (A 95.4%, https://directindex.org/r/pizzatwist.com); Cuban Shack (A 92.3%, https://directindex.org/r/cubanshacknyc.com); Pa De Thai Restaurant (A 90.8%, https://directindex.org/r/padethai.com); DelMonico Steal & Beyond (A 87.7%, https://directindex.org/r/delmonicosteakandbeyond.com); Tortelli (A 87.7%, https://directindex.org/r/tortellinyc.com).

With the three fixes above (Booking through an unrecognised third party; Ordering through an unrecognised third party; Structured data is incomplete) the score would be about 100%: first of 4,270 in New York.

## The direct record
What agents get for Off the Hook Raw Bar & Grill, as JSON: https://directindex.org/api/direct/offthehooknyc.com
- Book: none on record
- Order: none on record
- Menu: https://offthehooknyc.com/our-menu (html_page; from the scan)
- Hours: Mo 16:00-23:00; Tu Off; We-Fr 16:00-23:00; Sa 13:00-23:00; Su 13:00-22:00 (closed now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/offthehooknyc.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 | 20 | 25 |
| Actionable | 6 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/offthehooknyc.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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/offthehooknyc.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=offthehooknyc.com&force=1