lalanterna.nyc 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.
Listed by OpenStreetMap · Overture Maps.
Book directly: static.spotapps.co/spots/a7/c8264d701d4c6796e476bf8c814519/f through spoton acting for the business · Menu: lalanterna.nyc/food-menu
See what an AI agent reads on this site →
57 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.
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.
Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.
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.
Top 12% of the sites scanned in this index. Just above: Jeffrey's Grocery A, Kings Co Imperial LES A. Just below: La Vara A, Leon's A.
| 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 |
The top tenth is the 379 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites using SpotOn 148 sites | 71% | 36% | 87.7% |
| Sites using Uber Eats 661 sites | 63% | 34% | 87.7% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| All'Antico Vinaio italian, sandwich | 123 m | A | yes |
| Maestro Pasta italian | 156 m | C | no |
| Senza Gluten italian, coffee | 183 m | D | no |
| Babbo italian | 206 m | C | no |
| Carroll Place italian, pizza | 226 m | D | no |
| Tre Giovani italian, pizza, pasta, tuscan | 233 m | B | no |
| Trattoria Pesce Pasta italian, seafood | 262 m | D | no |
| Carbone italian | 295 m | C | no |
| Song’ E Napule pizza, italian | 318 m | A | yes |
| Mr. Capri italian | 319 m | B | yes |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York | 3,788 | 55% | 41% | 87.7% |
| Sites using SpotOn in New York | 25 | 68% | 24% | 87.7% |
Arcadia Bar and Kitchen A 87.7% · LOVE Korean BBQ B 83.1% · Molkajete B 76.9% · Home Kitchen B 73.8% · Miss Mamie's Spoonbread Too B 73.8%
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.
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. How to fix it About this vendor
Optional today, cheap to add: a short text file describing the business for language models. How to fix it
No one is listed yet to fix this in New York. List your agency or yourself: free, reviewed by hand.
Builder: unknown · Front: cloudflare · contact page /about: nothing new; menu page /food-menu: nothing new
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder is in the guides.
Save as /llms.txt at the root of the site. Guide.
# 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.
Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.
Rescan now · Markdown · Dispute a check
Keep watching this business: the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant and the places nearby; 5 EUR once. Reading and scanning stay free; these few euros pay for the questions sent to the assistants and for the servers.
The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.
The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/lalanterna.nyc, through the MCP tool direct_record and in the city feed /city/new-york/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | static.spotapps.co/spots/a7/c8264d701d4c6796e476bf8c814519/f vendor on own site: SpotOn | found by the scan of 2026-10-15, not yet tested |
| Order | none on record | |
| Menu | 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: /go/lalanterna.nyc/book, /go/lalanterna.nyc/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.
Owners: claim the business below to correct this record; the claim email carries the link.
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| 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, read | 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. About SpotOn · all vendors.
The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | no how |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | yes |