# La Lanterna di Vittorio: Agent-Direct Score A (87.7%)

Site: https://lalanternacaffe.com/
Report: https://directindex.org/r/lalanterna.nyc
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
La Lanterna di Vittorio is ready for agents.
An AI assistant can open the website of La Lanterna di Vittorio. It can read what La Lanterna di Vittorio offers. It finds a way to book or order directly, through SpotOn.

## Direct links
- Book directly: https://static.spotapps.co/spots/a7/c8264d701d4c6796e476bf8c814519/full (through spoton acting for the business)
- Menu: https://lalanterna.nyc/food-menu
- Phone: +1-917-639-3236

## What to fix first
- **Ordering only through ubereats.** (+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/online-ordering-without-delivery-apps
- **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

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

```
# La Lanterna di Vittorio

> restaurant (italian) in New York. Phone +1-917-639-3236.

## Book or order directly

- Book: https://static.spotapps.co/spots/a7/c8264d701d4c6796e476bf8c814519/full (through spoton acting for the business)
- Menu: https://lalanterna.nyc/food-menu

## Opening hours

Mo-Sa 11:00-19:00; Su 12:00-18:00

## About

- Website: https://lalanternacaffe.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, opening hours
- **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.

## Since the scan of 2026-10-14 (F then)
- Fixed: The site could not be read at all
- New: Ordering only through a marketplace; No llms.txt

## Where it stands
464 of 3788 in New York. Top 12% 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 | 48% | yes |
| Have an llms.txt | 14% | no |

Nearest places with a similar menu: All'Antico Vinaio (A, 123 m, https://directindex.org/r/allanticovinaiousa.com); Il Mulino (B, 125 m, https://directindex.org/r/ilmulino.com); Maestro Pasta (C, 156 m, https://directindex.org/r/maestroitalian.com); Senza Gluten (D, 183 m, https://directindex.org/r/senzaglutennyc.com); The Market Place at Kimmel (F, 200 m, https://directindex.org/r/campusdish.com); Babbo (C, 206 m, https://directindex.org/r/babbonyc.com); Carroll Place (D, 226 m, https://directindex.org/r/carrollplacenyc.com); Tre Giovani (B, 233 m, https://directindex.org/r/tregiovanimenu.com); Trattoria Pesce Pasta (D, 262 m, https://directindex.org/r/pesce-pasta.com); Carbone (C, 295 m, https://directindex.org/r/carbonenewyork.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); Sites using Uber Eats 63% (34% A or B, 661 sites); This site 87.7%.

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

## Businesses like La Lanterna di Vittorio in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York | 3788 | 55% | 41% | 87.7% |
| Sites using SpotOn in New York | 28 | 69% | 29% | 87.7% |

The best of the sites using SpotOn in New York: Arcadia Bar and Kitchen (A 87.7%, https://directindex.org/r/arcadiabarlic.com); Chop Shop (B 83.1%, https://directindex.org/r/chop-shop.co); Kalye (B 83.1%, https://directindex.org/r/kalye.com); LOVE Korean BBQ (B 83.1%, https://directindex.org/r/lovekoreanbbq.com); Molkajete (B 76.9%, https://directindex.org/r/molkajetebrooklyn.com).

With the fix above (Ordering only through ubereats) the score would be about 95.4%: 65th of 3,788 in New York, up from 464th.

## The direct record
What agents get for La Lanterna di Vittorio, as JSON: https://directindex.org/api/direct/lalanterna.nyc
- Book: https://static.spotapps.co/spots/a7/c8264d701d4c6796e476bf8c814519/full (vendor on own site: SpotOn; found by the scan of 2026-10-15, not yet tested)
- Order: none on record
- Menu: https://lalanterna.nyc/food-menu (html_page; from the scan)
- Hours: Mo-Sa 11:00-19:00; Su 12:00-18:00 (open now) (from OpenStreetMap)
- Phone: +1-917-639-3236
- Stable links that count: https://directindex.org/go/lalanterna.nyc/book, https://directindex.org/go/lalanterna.nyc/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, 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.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 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/lalanterna.nyc
- 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

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