# Tomi Jazz: Agent-Direct Score D (54.3%)

Site: https://www.tomijazz.com/
Report: https://directindex.org/r/tomijazz.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.)
Tomi Jazz is hard for agents to use.

## Direct links
- Book directly: https://www.tomijazz.com/booking-for-musicians/ (on the business's own site)
- Order directly: https://www.tomijazz.com/j/shop/deliveryinfo (on the business's own site)
- Phone: +1-646-497-1254

## 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
- **The server turns AI crawlers away at the door.** (+6.7 points) Live fetches as GPTBot (http_403), ClaudeBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Menu or price list lives on another site.** (+5 points) The link points to seamless.com, so the credit and the traffic go there. 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": "Tomi Jazz",
  "url": "https://www.tomijazz.com/",
  "telephone": "+1-646-497-1254",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "East 53rd Street 239"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7571763,
    "longitude": -73.9678034
  },
  "openingHours": "Su-Th 17:00-01:00; Fr-Sa 17:00-03:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday",
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "17:00",
      "closes": "01:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "17:00",
      "closes": "03:00"
    }
  ],
  "acceptsReservations": "https://www.tomijazz.com/booking-for-musicians/",
  "hasMenu": "https://www.seamless.com/menu/tomi-jazz-239-e-53rd-st-new-york/2048033",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.tomijazz.com/booking-for-musicians/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.tomijazz.com/j/shop/deliveryinfo",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Tomi Jazz

> bar or pub in East 53rd Street 239, New York cafes and bars. Phone +1-646-497-1254.

## Book or order directly

- Book: https://www.tomijazz.com/booking-for-musicians/ (on the business's own site)
- Order: https://www.tomijazz.com/j/shop/deliveryinfo (on the business's own site)
- Menu: https://www.seamless.com/menu/tomi-jazz-239-e-53rd-st-new-york/2048033

## Opening hours

Su-Th 17:00-01:00; Fr-Sa 17:00-03:00

## About

- Website: https://www.tomijazz.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.
- **Booking on your own site.** Agents can book without a marketplace in the loop.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
745 of 1625 in New York cafes and bars. Top 46% 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% | no |
| Structured data with address, phone and hours | 23% | no |
| Have an llms.txt | 10% | no |

Nearest places in the index: Strangelove Bar NYC (D, 31 m, https://directindex.org/r/strangeloveny.com); Bareburger (C, 93 m, https://directindex.org/r/bareburger.com); The Naked Pig (B, 249 m, https://directindex.org/r/thenakedpignyc.com); La Cava Wine Bar (A, 275 m, https://directindex.org/r/lacavanyc.com); Dan Jones Coffee Bar (C, 376 m, https://directindex.org/r/danjonescoffee.com); Remi Flower & Coffee (C, 389 m, https://directindex.org/r/reminyc.com); Side Door (C, 402 m, https://directindex.org/r/sidedoornyc.com); Ophelia Lounge NYC (A, 449 m, https://directindex.org/r/opheliany.com); The World Bar (F, 509 m, https://directindex.org/r/hospitalityholdings.com); 10000 Coffee (B, 539 m, https://directindex.org/r/10000coffeeusa.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 Jimdo 38% (0% A or B, 600 sites); This site 54.3%.

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

## Businesses like Tomi Jazz 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% | 54.3% |
| Built with Jimdo in New York cafes and bars | 2 | 54% | 0% | 54.3% |

The best of Same kind in New York cafes and bars: Analogue (A 100%, https://directindex.org/r/analoguenyc.com); Sandwell (A 100%, https://directindex.org/r/getsandwell.com); Nurse Bettie (A 96.3%, https://directindex.org/r/nursebettie.com); Someday (A 96.3%, https://directindex.org/r/somedaybarnyc.com); The Broken Shaker (A 96.3%, https://directindex.org/r/brokenshaker.com).

With the three fixes above (No structured data for the business; The server turns AI crawlers away at the door; Menu or price list lives on another site) the score would be about 95.4%: 7th of 1,625 in New York cafes and bars, up from 745th.

## The direct record
What agents get for Tomi Jazz, as JSON: https://directindex.org/api/direct/tomijazz.com
- Book: https://www.tomijazz.com/booking-for-musicians/ (own site; found by the scan of 2026-10-14, not yet tested)
- Order: https://www.tomijazz.com/j/shop/deliveryinfo (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.seamless.com/menu/tomi-jazz-239-e-53rd-st-new-york/2048033 (external; from the scan)
- Hours: Su-Th 17:00-01:00; Fr-Sa 17:00-03:00 (open now) (from OpenStreetMap)
- Phone: +1-646-497-1254
- Stable links that count: https://directindex.org/go/tomijazz.com/book, https://directindex.org/go/tomijazz.com/order, https://directindex.org/go/tomijazz.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 | 18.3 | 25 |
| Readable | 2 | 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/tomijazz.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/tomijazz.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=tomijazz.com&force=1