# Tufino: Agent-Direct Score B (73.8%)

Site: https://tufinopizzeria.com/
Report: https://directindex.org/r/tufinopizzeria.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.)
Tufino is mostly ready for agents.

## Direct links
- Book directly: https://tufinopizzeria.com/-reservations?source=pop_up&spot_id=6772&destination=reservations&promotion=reservations (on the business's own site)
- Order directly: https://direct.chownow.com/order/20669/locations/29901?add_cn_ordering_class=true# (through chownow acting for the business)
- Menu: https://tufinopizzeria.com/astoria-astoria-tufino-pizzeria-napoletana-food-menu
- Phone: +17182784800

## 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": "Restaurant",
  "name": "Tufino",
  "url": "https://tufinopizzeria.com/",
  "telephone": "+17182784800",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7740652,
    "longitude": -73.9080342
  },
  "servesCuisine": [
    "pizza"
  ],
  "acceptsReservations": "https://tufinopizzeria.com/-reservations?source=pop_up&spot_id=6772&destination=reservations&promotion=reservations",
  "hasMenu": "https://tufinopizzeria.com/astoria-astoria-tufino-pizzeria-napoletana-food-menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://tufinopizzeria.com/-reservations?source=pop_up&spot_id=6772&destination=reservations&promotion=reservations",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://direct.chownow.com/order/20669/locations/29901?add_cn_ordering_class=true#",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Tufino

> restaurant (pizza) in New York. Phone +17182784800.

## Book or order directly

- Book: https://tufinopizzeria.com/-reservations?source=pop_up&spot_id=6772&destination=reservations&promotion=reservations (on the business's own site)
- Order: https://direct.chownow.com/order/20669/locations/29901?add_cn_ordering_class=true# (through chownow acting for the business)
- Menu: https://tufinopizzeria.com/astoria-astoria-tufino-pizzeria-napoletana-food-menu

## About

- Website: https://tufinopizzeria.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.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.
- **Ordering through chownow on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
1476 of 4270 in New York. Top 35% 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: Champion Pizza (B, 355 m, https://directindex.org/r/championpizzaditmars.com); Via vai (B, 370 m, https://directindex.org/r/viavai-ny.com); Astoria Pizza Factory (B, 683 m, https://directindex.org/r/astoriapizzafactory.com); Basil Brick Oven Pizza (A, 1083 m, https://directindex.org/r/basilbrickoven.com); Bellucci's Pizzeria (A, 1284 m, https://directindex.org/r/andrewbelluccispizzeria.com); Bella Donna Pizzeria (F, 1683 m, https://directindex.org/r/belladonnapizzanyc.com); sLICe (B, 1929 m, https://directindex.org/r/sliceastoria.com); Samaria Pizza (F, 2132 m, https://directindex.org/r/samariapizza.com); Chuck E. Cheese (B, 2412 m, https://directindex.org/r/chuckecheese.com); Airways Pizza (A, 2732 m, https://directindex.org/r/airwayspizzanyc.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 ChowNow 72% (53% A or B, 270 sites); This site 73.8%.

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

## Businesses like Tufino in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York | 4270 | 52% | 40% | 73.8% |
| Using ChowNow in New York | 88 | 76% | 60% | 73.8% |

The best of Using ChowNow in New York: Island (A 100%, https://directindex.org/r/islandny.com); Buddha Bodai (A 95.4%, https://directindex.org/r/buddha-bodai.com); Grand Canyon Restaurant (A 95.4%, https://directindex.org/r/grandcr.com); Lenny's Clam Bar & Restaurant (A 95.4%, https://directindex.org/r/lennysclambar.com); Lime & Salt (A 95.4%, https://directindex.org/r/limeandsaltregopark.com).

With the fix above (No structured data for the business) the score would be about 95.4%: 74th of 4,270 in New York, up from 1476th.

## The direct record
What agents get for Tufino, as JSON: https://directindex.org/api/direct/tufinopizzeria.com
- Book: https://tufinopizzeria.com/-reservations?source=pop_up&spot_id=6772&destination=reservations&promotion=reservations (own site; found by the scan of 2026-10-14, not yet tested)
- Order: https://direct.chownow.com/order/20669/locations/29901?add_cn_ordering_class=true# (vendor on own site: ChowNow; found by the scan of 2026-10-14, not yet tested)
- Menu: https://tufinopizzeria.com/astoria-astoria-tufino-pizzeria-napoletana-food-menu (html_page; from the scan)
- Hours: none on record
- Phone: +17182784800
- Stable links that count: https://directindex.org/go/tufinopizzeria.com/book, https://directindex.org/go/tufinopizzeria.com/order, https://directindex.org/go/tufinopizzeria.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 | 25 | 25 |
| Readable | 8 | 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/tufinopizzeria.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

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