# Ahoy New York Food Tours: Agent-Direct Score B (75.4%)

Site: http://www.ahoynewyorkfoodtours.com/
Report: https://directindex.org/r/ahoynewyorkfoodtours.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Ahoy New York Food Tours is mostly ready for agents.
An AI assistant can open Ahoy New York Food Tours's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://ahoynewyorkfoodtours.com/calendar/ (on the business's own site)
- Phone: +15183324386
- Address: 43 W 74th St, New York 10023-2423
- Prices: 4 prices on the site, the middle one $110

## Nearby, also direct
Places near Ahoy New York Food Tours that take a booking or an order on their own website, with no marketplace in between.
- Brazilian Travel Services (240 m): https://directindex.org/r/btstravel.com
- Central Park New York City NYC (430 m): https://directindex.org/r/bookustravel.com
- Celtic Woman Touring (500 m): https://directindex.org/r/celticwoman.com
- Alamo Rent A Car (500 m): https://directindex.org/r/alamo.com
- Sahara Soul Travel (500 m): https://directindex.org/r/saharasoultravel.com

## What to fix first
- **No tickets and prices found.** (+7 points) Agents answer 'what does it cost and when?' from marketplaces instead. Add a page with tickets, times and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## What the site tells visitors (Measured, not scored)
- **4 prices on the landing page, the middle one $110.** In New York, the middle price of comparable sites that show prices is $76.00.

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Ahoy New York Food Tours",
  "url": "http://www.ahoynewyorkfoodtours.com/",
  "telephone": "+15183324386",
  "address": "43 W 74th St, New York 10023-2423",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.778517,
    "longitude": -73.976677
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://ahoynewyorkfoodtours.com/calendar/",
        "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.

```
# Ahoy New York Food Tours

> organization in 43 W 74th St, New York 10023-2423, New York tours, attractions and museums. Phone +15183324386.

## Book or order directly

- Book: https://ahoynewyorkfoodtours.com/calendar/ (on the business's own site)

## About

- Website: http://www.ahoynewyorkfoodtours.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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it
- **Tickets on your own site.** Agents can buy tickets without going through a marketplace.

## Where it stands
Not ranked yet in New York tours, attractions and museums.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 92% | yes |
| Publish the menu or price list as HTML | 11% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes |
| Structured data with address, phone and hours | 17% | no |
| Have an llms.txt | 40% | no |

Nearest places in the index: Brazilian Travel Services (C, 244 m, https://directindex.org/r/btstravel.com); Concept Tours (F, 327 m, https://directindex.org/r/concept-tours.com); Central Park New York City NYC (C, 432 m, https://directindex.org/r/bookustravel.com); Maison Benjamin - Luxury Travel & Lifestyle Management (F, 471 m, https://directindex.org/r/maisonbenjamin.com); Celtic Woman Touring (C, 497 m, https://directindex.org/r/celticwoman.com); Alamo Rent A Car (F, 501 m, https://directindex.org/r/alamo.com); Sahara Soul Travel (B, 501 m, https://directindex.org/r/saharasoultravel.com); American Express Travels (C, 553 m, https://directindex.org/r/americanexpress.com); Tour Time NYC (B, 648 m, https://directindex.org/r/tourtimenyc.com); Beyond The Horizon Travel (F, 681 m, https://directindex.org/r/bthtravel.com).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

The assistants were asked 12 everyday questions about New York tours, attractions and museums and named 80 places. Ahoy New York Food Tours wasn't one of them. See who was named: https://directindex.org/city/new-york-tours/recommended


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236086 sites); This site 75.4%.

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

## Businesses like Ahoy New York Food Tours in New York tours, attractions and museums

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with WordPress in New York tours, attractions and museums | 467 | 54% | 20% | 75.4% |

The best of the sites built with WordPress in New York tours, attractions and museums: Yachts For All Seasons (A 95.4%, https://directindex.org/r/y4as.com); BravoVillas (A 89.2%, https://directindex.org/r/bravovillas.com); Bustronome NYC (A 86.2%, https://directindex.org/r/bustronome.com); 9/11 Ground Zero Tours (B 84.6%, https://directindex.org/r/911groundzero.com); Alpha International Travel (B 84.6%, https://directindex.org/r/alphatravel.net).

## The direct record
What agents get for Ahoy New York Food Tours, as JSON: https://directindex.org/api/direct/ahoynewyorkfoodtours.com
- Book: https://ahoynewyorkfoodtours.com/calendar/ (own site; found by the scan of 2026-10-23, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +15183324386
- Stable links that count: https://directindex.org/go/ahoynewyorkfoodtours.com/book

## 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): no
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no
- 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): no

Found one hop past the home page: contact page /about-us/: business JSON-LD.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 9 | 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/ahoynewyorkfoodtours.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: yes

Keep watching this business (https://directindex.org/r/ahoynewyorkfoodtours.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/ahoynewyorkfoodtours.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=ahoynewyorkfoodtours.com&force=1
