# Barbuzzo: Agent-Direct Score C (60%)

Site: https://barbuzzo.com
Report: https://directindex.org/r/barbuzzo.com
Scanned: 2026-10-16 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Barbuzzo is partly visible to agents.
An AI assistant can open the website of Barbuzzo. What Barbuzzo offers is in a PDF or an image, which assistants read poorly. To book or order, it is sent to OpenTable, a marketplace.

## Direct links
- Order directly: https://order.online/business/barbuzzo-116091 (through doordash_storefront acting for the business)
- Menu: https://barbuzzo.com/menus/DINNER_MENU_10_12_26.pdf
- Phone: +1 215-546-9300

## What to fix first
- **No structured data for the business.** (+15 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
- **Booking only through opentable.** (+5 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. 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": "Restaurant",
  "name": "Barbuzzo",
  "url": "https://barbuzzo.com",
  "telephone": "+1 215-546-9300",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "South 13th Street 110",
    "postalCode": "19107",
    "addressLocality": "Philadelphia"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 39.9500257,
    "longitude": -75.1620492
  },
  "openingHours": "Mo-Th 17:00-22:00; Fr 17:00-23:00; Sa 11:00-15:00,17:00-23:00; Su 11:00-15:00,16:00-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "17:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday"
      ],
      "opens": "17:00",
      "closes": "23:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "11:00",
      "closes": "15:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "17:00",
      "closes": "23:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "11:00",
      "closes": "15:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "16:00",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "mediterranean"
  ],
  "hasMenu": "https://barbuzzo.com/menus/DINNER_MENU_10_12_26.pdf",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.online/business/barbuzzo-116091",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Barbuzzo

> restaurant (mediterranean) in South 13th Street 110 19107 Philadelphia, Philadelphia. Phone +1 215-546-9300.

## Book or order directly

- Order: https://order.online/business/barbuzzo-116091 (through doordash_storefront acting for the business)
- Menu: https://barbuzzo.com/menus/DINNER_MENU_10_12_26.pdf

## Opening hours

Mo-Th 17:00-22:00; Fr 17:00-23:00; Sa 11:00-15:00,17:00-23:00; Su 11:00-15:00,16:00-22:00

## About

- Website: https://barbuzzo.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.
- **Ordering through doordash_storefront on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
338 of 639 in Philadelphia. Top 53% 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 | 98% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 83% | yes |
| Structured data with address, phone and hours | 58% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: Zio's Brickoven Pizzeria (D, 22 m, https://directindex.org/r/ziosbrickoven.com); Pearl & Mary (C, 31 m, https://directindex.org/r/pearlandmary.com); DBG (D, 33 m, https://directindex.org/r/dbgphilly.com); El Vez (B, 38 m, https://directindex.org/r/elvezrestaurant.com); Charlie Was a Sinner (C, 57 m, https://directindex.org/r/charliewasasinner.com); Sampan (C, 58 m, https://directindex.org/r/sampanphilly.com); Grandma's (A, 114 m, https://directindex.org/r/grandmasphilly.com); Fogo de Chão (A, 120 m, https://directindex.org/r/fogodechao.com); Sahara Grill (B, 167 m, https://directindex.org/r/saharagrillphiladelphia.com); Green Eggs Cafe (D, 192 m, https://directindex.org/r/greeneggscafe.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 OpenTable 66% (40% A or B, 1647 sites); Sites using DoorDash Storefront 70% (56% A or B, 658 sites); This site 60%.

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

## Businesses like Barbuzzo in Philadelphia

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Philadelphia | 639 | 56% | 39% | 60% |
| Sites using OpenTable in Philadelphia | 36 | 65% | 33% | 60% |

The best of the sites using OpenTable in Philadelphia: Thanal Indian Tavern (A 95.4%, https://directindex.org/r/thanalphilly.com); La Famiglia Ristorante (A 92.3%, https://directindex.org/r/lafamiglia.com); White Dog Cafe (A 92.3%, https://directindex.org/r/whitedog.com); Oasis Mexican Grill (A 89.2%, https://directindex.org/r/oasismexicangrill.com); Hard Rock Cafe (A 89%, https://directindex.org/r/hardrock.com).

With the three fixes above (No structured data for the business; Booking only through opentable; Menu or price list is a PDF) the score would be about 95.4%: 21st of 639 in Philadelphia, up from 338th.

## The direct record
What agents get for Barbuzzo, as JSON: https://directindex.org/api/direct/barbuzzo.com
- Book: none on record
- Order: https://order.online/business/barbuzzo-116091 (vendor on own site: DoorDash Storefront; found by the scan of 2026-10-16, not yet tested)
- Menu: https://barbuzzo.com/menus/DINNER_MENU_10_12_26.pdf (pdf; from the scan)
- Hours: Mo-Th 17:00-22:00; Fr 17:00-23:00; Sa 11:00-15:00,17:00-23:00; Su 11:00-15:00,16:00-22:00 (closed now) (from OpenStreetMap)
- Phone: +1 215-546-9300
- Stable links that count: https://directindex.org/go/barbuzzo.com/order, https://directindex.org/go/barbuzzo.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): 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
- Vendor terms for agents, DoorDash Storefront: 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.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 4 | 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/barbuzzo.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: no

Keep watching this business (https://directindex.org/r/barbuzzo.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/barbuzzo.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=barbuzzo.com&force=1