The Direct Index
Report · los angeles cafes bars · scanned 2026-10-14

La Provence Patisserie & Cafe

laprovencecafe.com is mostly ready for agents.

Order directly: www.clover.com/online-ordering/la-provence-patisserie-beverl through clover acting for the business · Menu: laprovencecafe.com/holidaymenu/

See what an AI agent reads on this site →

B
78.5%

51 of 65 points available

1/5

agent-readiness level, Basic Web Presence

2

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. Structured data is incomplete +6 points

    Missing: address, telephone, opening hours. How to fix it

  2. 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 cafes and bars. List your agency or yourself: free, reviewed by hand.

Already right

Builder: wordpress · 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 wordpress 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; add priceRange if you like. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "La Provence Patisserie & Cafe",
  "url": "https://laprovencecafe.com/",
  "telephone": "+1-310-888-8833",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "West Olympic Boulevard 8950",
    "postalCode": "90211",
    "addressLocality": "Beverly Hills"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.0590484,
    "longitude": -118.3874194
  },
  "openingHours": "Mo-Fr 08:00-19:00, Sa-Su 08:00-15:00",
  "servesCuisine": [
    "french"
  ],
  "hasMenu": "https://laprovencecafe.com/holidaymenu/",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.clover.com/online-ordering/la-provence-patisserie-beverly-hills",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# La Provence Patisserie & Cafe

> cafe or coffee shop (french) in West Olympic Boulevard 8950 90211 Beverly Hills, Los Angeles cafes and bars. Phone +1-310-888-8833.

## Book or order directly

- Order: https://www.clover.com/online-ordering/la-provence-patisserie-beverly-hills (through clover acting for the business)
- Menu: https://laprovencecafe.com/holidaymenu/

## Opening hours

Mo-Fr 08:00-19:00, Sa-Su 08:00-15:00

## About

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

49 of 530 in Los Angeles cafes and bars

Top 9% of the sites scanned in this index. Just above: Hennessey's B, Perry's Café & Rentals B. Just below: Underground Pub & Grill B, Egg Tuck B.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain96%yes
Publish the menu or price list as HTML92%yes
Let AI crawlers in (no edge block, no robots.txt block)96%yes
Structured data with address, phone and hours26%no
Have an llms.txt17%no

The top tenth is the 53 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with WordPress 35,830 sites57%26%78.5%
Sites using Clover 90 sites71%58%78.5%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
The Mint1.6 kmCyes
Brighton Coffee Shop coffee_shop1.8 kmFno
Good Intentions Coffee coffee_shop, pastry1.9 kmCno
The Roger Room2.3 kmDno
Undergrind2.4 kmDyes
Lo/Cal Coffee & Market - Fairfax2.6 kmFno
La Conversation2.6 kmFno
Sidecar Doughnuts & Coffee coffee_shop, donut2.8 kmCyes
Tom Tom Bar2.8 kmAyes
Redstraw bubble_tea2.8 kmCyes
Agent readiness

Level 1 of 5, Basic Web Presence

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.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
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 businessyes
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 B

<a href="https://directindex.org/r/laprovencecafe.com"><img src="https://directindex.org/badge/laprovencecafe.com.svg" alt="Agent-Direct Score B" 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

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