# Bobbi's Italian Beef: Agent-Direct Score C (66.2%)

Site: https://bobbisitalianbeef.com
Report: https://directindex.org/r/bobbisitalianbeef.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.)
Bobbi's Italian Beef is partly visible to agents.
An AI assistant can open the website of Bobbi's Italian Beef. It can read what Bobbi's Italian Beef offers. It finds a way to book or order directly, through SpotOn.

## Direct links
- Book directly: https://order.spoton.com/so-bobbis-italian-beef-23299/brooklyn-ny/67eee51c66e3e1fbad06d406 (through spoton acting for the business)
- Menu: https://www.bobbisitalianbeef.com/menu
- Phone: +1-718-873-1480

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). 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
- **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": "FastFoodRestaurant",
  "name": "Bobbi's Italian Beef",
  "url": "https://bobbisitalianbeef.com",
  "telephone": "+1-718-873-1480",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.6839796,
    "longitude": -73.9924733
  },
  "openingHours": "Mo-Th 12:00-21:00; Fr-Sa 12:00-22:00; Su 12:00-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "12:00",
      "closes": "21:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "12:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "12:00",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "sandwicg",
    "hot dog",
    "italian"
  ],
  "acceptsReservations": "https://order.spoton.com/so-bobbis-italian-beef-23299/brooklyn-ny/67eee51c66e3e1fbad06d406",
  "hasMenu": "https://www.bobbisitalianbeef.com/menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.spoton.com/so-bobbis-italian-beef-23299/brooklyn-ny/67eee51c66e3e1fbad06d406",
        "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.

```
# Bobbi's Italian Beef

> fast food restaurant (sandwicg, hot dog, italian) in New York. Phone +1-718-873-1480.

## Book or order directly

- Book: https://order.spoton.com/so-bobbis-italian-beef-23299/brooklyn-ny/67eee51c66e3e1fbad06d406 (through spoton acting for the business)
- Menu: https://www.bobbisitalianbeef.com/menu

## Opening hours

Mo-Th 12:00-21:00; Fr-Sa 12:00-22:00; Su 12:00-21:00

## About

- Website: https://bobbisitalianbeef.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.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking through spoton on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
1842 of 4270 in New York. Top 43% 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% | yes |
| 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: Panzerotti Bites (A, 28 m, https://directindex.org/r/panzerottibites.com); Verde (A, 55 m, https://directindex.org/r/verdeonsmith.com); Savelli (A, 155 m, https://directindex.org/r/savellibrooklyn.com); Tortelli (A, 200 m, https://directindex.org/r/tortellinyc.com); Vinny's Restaurant (B, 251 m, https://directindex.org/r/vinnysofcarrollgardens.com); Gersi (C, 269 m, https://directindex.org/r/gersirestaurant.com); Sociale (B, 281 m, https://directindex.org/r/socialebk.com); Layla Jones (F, 324 m, https://directindex.org/r/laylajones.com); Barbalu (A, 337 m, https://directindex.org/r/barbalu.com); Marco Polo Ristorante (B, 340 m, https://directindex.org/r/marcopoloristorante.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 using SpotOn 71% (36% A or B, 148 sites); This site 66.2%.

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

## Businesses like Bobbi's Italian Beef in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York | 4270 | 52% | 40% | 66.2% |
| Sites using SpotOn in New York | 25 | 68% | 24% | 66.2% |

The best of the sites using SpotOn in New York: Arcadia Bar and Kitchen (A 87.7%, https://directindex.org/r/arcadiabarlic.com); La Lanterna di Vittorio (A 87.7%, https://directindex.org/r/lalanterna.nyc); LOVE Korean BBQ (B 83.1%, https://directindex.org/r/lovekoreanbbq.com); Molkajete (B 76.9%, https://directindex.org/r/molkajetebrooklyn.com); Home Kitchen (B 73.8%, https://directindex.org/r/homekitchennyc.com).

With the fix above (No structured data for the business) the score would be about 87.7%: 471st of 4,270 in New York, up from 1842nd.

## The direct record
What agents get for Bobbi's Italian Beef, as JSON: https://directindex.org/api/direct/bobbisitalianbeef.com
- Book: https://order.spoton.com/so-bobbis-italian-beef-23299/brooklyn-ny/67eee51c66e3e1fbad06d406 (vendor on own site: SpotOn; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: https://www.bobbisitalianbeef.com/menu (html_page; from the scan)
- Hours: Mo-Th 12:00-21:00; Fr-Sa 12:00-22:00; Su 12:00-21:00 (open now) (from OpenStreetMap)
- Phone: +1-718-873-1480
- Stable links that count: https://directindex.org/go/bobbisitalianbeef.com/book, https://directindex.org/go/bobbisitalianbeef.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
- Vendor terms for agents, SpotOn: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 10 | 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/bobbisitalianbeef.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: no

Keep watching this business (https://directindex.org/r/bobbisitalianbeef.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/bobbisitalianbeef.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=bobbisitalianbeef.com&force=1