# Lupo Rosso Pizzeria: Agent-Direct Score B (83.1%)

Site: https://www.luporossony.com
Report: https://directindex.org/r/luporossony.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.)
Lupo Rosso Pizzeria is mostly ready for agents.

## Direct links
- Order directly: https://lupo-rosso-ny.square.site/?owg-fulfillment=delivery&fulfillment=DELIVERY&location=11efcf83263be55497fe3cecef6dbab4&location_id=L5CBQD1WJVHP2&rwg_token=ACgRB3ek8rVgB7nFzK7BfG9uMIbPWrBlQ-sIRJEc8fj5fNtjRQLxW4NjKofGJb59EX-U2VLhXC1Buv21v218neE54pTmtZ-dRw%3D%3D&source=pop_up&spot_id=116529&destination=order&promotion=order_online#most-popular (through square acting for the business)
- Menu: https://luporossony.com/food-menu
- Phone: +1-718-685-2255

## What to fix first
- **Structured data is incomplete.** (+3 points) Missing: opening hours. 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": "Lupo Rosso Pizzeria",
  "url": "https://www.luporossony.com",
  "telephone": "+1-718-685-2255",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7500757,
    "longitude": -73.9489688
  },
  "openingHours": "Mo-Su 11:00-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "11:00",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "pizza"
  ],
  "hasMenu": "https://luporossony.com/food-menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://lupo-rosso-ny.square.site/?owg-fulfillment=delivery&fulfillment=DELIVERY&location=11efcf83263be55497fe3cecef6dbab4&location_id=L5CBQD1WJVHP2&rwg_token=ACgRB3ek8rVgB7nFzK7BfG9uMIbPWrBlQ-sIRJEc8fj5fNtjRQLxW4NjKofGJb59EX-U2VLhXC1Buv21v218neE54pTmtZ-dRw%3D%3D&source=pop_up&spot_id=116529&destination=order&promotion=order_online#most-popular",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Lupo Rosso Pizzeria

> restaurant (pizza) in New York. Phone +1-718-685-2255.

## Book or order directly

- Order: https://lupo-rosso-ny.square.site/?owg-fulfillment=delivery&fulfillment=DELIVERY&location=11efcf83263be55497fe3cecef6dbab4&location_id=L5CBQD1WJVHP2&rwg_token=ACgRB3ek8rVgB7nFzK7BfG9uMIbPWrBlQ-sIRJEc8fj5fNtjRQLxW4NjKofGJb59EX-U2VLhXC1Buv21v218neE54pTmtZ-dRw%3D%3D&source=pop_up&spot_id=116529&destination=order&promotion=order_online#most-popular (through square acting for the business)
- Menu: https://luporossony.com/food-menu

## Opening hours

Mo-Su 11:00-22:00

## About

- Website: https://www.luporossony.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.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Restaurant).** address, phone
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering through square on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
850 of 4270 in New York. Top 20% 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: Centro Pizza Bar & Italian Kitchen (F, 673 m, https://directindex.org/r/centropizzabar.com); Piccolo Trattoria (D, 1060 m, https://directindex.org/r/slotdemosuper.com); Best Pizza on 1st Avenue (A, 1468 m, https://directindex.org/r/bestpizzaon1stavenue.com); Brooklyn Pizza Masters (B, 1514 m, https://directindex.org/r/brooklynpizzamastersnyc.com); Lunetta Pizza (F, 1645 m, https://directindex.org/r/lunetta.pizza); Le Gourmet (F, 1872 m, https://directindex.org/r/legourmetnyc.com); Patsy's Pizzeria (A, 1897 m, https://directindex.org/r/patsyspizzerianyc.com); Triangulo Pizzeria (B, 1898 m, https://directindex.org/r/ordertriangolopizza.com); Cassiano's Pizzeria (B, 1937 m, https://directindex.org/r/cassianospizza.com); Saucey Pizza Bar (B, 2038 m, https://directindex.org/r/sauceypizzabar.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 Square 69% (48% A or B, 779 sites); This site 83.1%.

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

## Businesses like Lupo Rosso Pizzeria in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York | 4270 | 52% | 40% | 83.1% |
| Using Square in New York | 87 | 77% | 64% | 83.1% |

The best of Using Square in New York: Akdeniz (A 100%, https://directindex.org/r/akdeniz46.com); Café d'Anvers (A 95.4%, https://directindex.org/r/cafedanversnyc.com); Kub Kao (A 95.4%, https://directindex.org/r/kubkaony.com); Nouri's Restaurant (A 95.4%, https://directindex.org/r/nourisrestaurant.com); Pasta Louise Cafe (A 95.4%, https://directindex.org/r/pastalouise.com).

With the fix above (Structured data is incomplete) the score would be about 87.7%: 471st of 4,270 in New York, up from 850th.

## The direct record
What agents get for Lupo Rosso Pizzeria, as JSON: https://directindex.org/api/direct/luporossony.com
- Book: none on record
- Order: https://lupo-rosso-ny.square.site/?owg-fulfillment=delivery&fulfillment=DELIVERY&location=11efcf83263be55497fe3cecef6dbab4&location_id=L5CBQD1WJVHP2&rwg_token=ACgRB3ek8rVgB7nFzK7BfG9uMIbPWrBlQ-sIRJEc8fj5fNtjRQLxW4NjKofGJb59EX-U2VLhXC1Buv21v218neE54pTmtZ-dRw%3D%3D&source=pop_up&spot_id=116529&destination=order&promotion=order_online#most-popular (vendor on own site: Square; found by the scan of 2026-10-14, not yet tested)
- Menu: https://luporossony.com/food-menu (html_page; from the scan)
- Hours: Mo-Su 11:00-22:00 (open now) (from OpenStreetMap)
- Phone: +1-718-685-2255
- Stable links that count: https://directindex.org/go/luporossony.com/order, https://directindex.org/go/luporossony.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, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 19 | 25 |
| Actionable | 10 | 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/luporossony.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: yes

Deep report: https://directindex.org/r/luporossony.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=luporossony.com&force=1