The Direct Index
Report · Los Angeles · scanned 2026-10-14

Lorenzo California

lorenzocalifornia.com is hard for agents to use.

Menu: www.lorenzocalifornia.com/menu/

See what an AI agent reads on this site →

D
53.8%

35 of 65 points available

0/5

agent-readiness level, Not Ready

3

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.

Findings

What to fix first

  1. 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. How to fix it

  2. No booking or ordering path at all +13 points

    Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. How to fix it

  3. No llms.txt no points, still worth doing

    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 Los Angeles. List your agency or yourself: free, reviewed by hand.

Already right

Builder: unknown · Front: cloudflare

Fix kit

What to paste

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.

Structured data (JSON-LD)

One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FastFoodRestaurant",
  "name": "Lorenzo California",
  "url": "https://www.lorenzocalifornia.com",
  "telephone": "+1-424-332-2949",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "South Santa Monica Boulevard 9529",
    "postalCode": "90210",
    "addressLocality": "Beverly Hills"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.0702927,
    "longitude": -118.4050329
  },
  "openingHours": "Tu-Su 11:00-17:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "11:00",
      "closes": "17:00"
    }
  ],
  "servesCuisine": [
    "sandwich",
    "italian"
  ],
  "hasMenu": "https://www.lorenzocalifornia.com/menu/"
}
</script>

llms.txt

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

# Lorenzo California

> fast food restaurant (sandwich, italian) in South Santa Monica Boulevard 9529 90210 Beverly Hills, Los Angeles. Phone +1-424-332-2949.

## Book or order directly

- Menu: https://www.lorenzocalifornia.com/menu/

## Opening hours

Tu-Su 11:00-17:00

## About

- Website: https://www.lorenzocalifornia.com
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Where it stands

849 of 1,492 in Los Angeles

Top 57% of the sites scanned in this index. Just above: Korean BBQ House D, L.A. Rose Cafe D. Just below: Lucifers Pizza D, Lucy's Drive In D.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML97%yes
Let AI crawlers in (no edge block, no robots.txt block)96%yes
Structured data with address, phone and hours47%no
Have an llms.txt20%no

The top tenth is the 152 best-scoring reachable sites of the index at the last refresh.

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Funke italian366 mCyes
Il Pastaio italian393 mFno
La Dolce Vita italian492 mCno
Via Alloro italian494 mCyes
Piccolo Paradiso italian779 mCyes
Il Cielo italian1.5 kmAyes
La Pizza & La Pasta italian1.7 kmByes
Dr. Sandwich sandwich, mediterranean1.8 kmByes
Toscanova Century City italian1.9 kmByes
Dan Tana's Restaurant italian1.9 kmFno
Businesses like yours

Businesses like Lorenzo California in Los Angeles

GroupSitesAvg scoreA or BThis site
Same kind in Los Angeles1,49250%37%53.8%

The best of Same kind in Los Angeles

Avenue Italy A 100% · Barrique A 100% · Dtown Pizzeria A 100% · Fogo de Chão A 100% · Inkwell Tavern A 100%

The climb

With the two fixes above (No structured data for the business; No booking or ordering path at all) the score would be about 95.4%: 22nd of 1,492 in Los Angeles, up from 849th.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

The direct record

What agents get for Lorenzo California

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/lorenzocalifornia.com, through the MCP tool direct_record and in the city feed /city/los-angeles/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menuwww.lorenzocalifornia.com/menu/ html_pagefrom the scan
HoursTu-Su 11:00-17:00 (closed now)from OpenStreetMap
Phone+1-424-332-2949

Stable links that count: /go/lorenzocalifornia.com/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.

Transactable

Can an agent transact?

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
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.

The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.

Agent readiness

Level 0 of 5, Not Ready

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 homepageno how
sitemap.xmlno how
AI bot rules in robots.txtno how
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessno
Assistants

What assistants answer

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.

Badge

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score D

<a href="https://directindex.org/r/lorenzocalifornia.com"><img src="https://directindex.org/badge/lorenzocalifornia.com.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
Owners

Own this business?

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

Deep report 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.

Send the fixes to your web person
One email, the fixes and the link; nothing stored.