The Direct Index
Report · Miami · scanned 2026-10-17

Vanilla Espresso French Café

vanillaespresso.com is partly visible to agents.

Listed by Overture Maps.

OrderMenuCallWebsite

The direct ways to reach Vanilla Espresso French Café, no marketplace in between. Checked 2026-10-17. On the business's own site. Something wrong? Tell us

16395 NW 67th Ave, 33014-6044, Miami Lakes · 13054008368

Owners

The website, graded

AI assistants cannot open the website of Vanilla Espresso French Café, so they rely on what other sites say about it.

56.9%

37 of 65 points available

–

agent-readiness level

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.

See what an AI agent reads on this site →

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.

Asked 12 everyday questions about Miami, the assistants named 65 places; Vanilla Espresso French Café was not among them. See who was named →

Where it stands

How Vanilla Espresso French Café compares

Where it stands

1,512 of 2,979 in Miami

Top 51% of the sites scanned in this index. Just above: Toasted Bagelry & Deli C, Trades Calenas Y Sus Delicias C. Just below: Wheely Kosher Pizza C, Woodys Bar-B-que C.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML97%yes
Let AI crawlers in (no edge block, no robots.txt block)94%no
Structured data with address, phone and hours68%no
Have an llms.txt44%no

The top tenth is the 310 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with Owner 348 sites59%1%56.9%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
El Pimiento Restaurant15 mAyes
Pizza Station 826 pizza413 mFno
Mi Fondita colombian431 mByes
Sicilian Gourmet Pizzeria433 mAyes
Miami Lakes Chinese Restaurant chinese441 mDno
Fonda Dulce Jesus Mio Miami colombian443 mFno
Shima Japanese Restaurant sushi468 mCno
Home Theaters Of South Florida Corp754 mByes
Pizza @roccosdough: Wood-fired Artisan Pizza! pizza902 mFno
1910 Restaurant & Bar Miami Lakes1.0 kmFno
Businesses like yours

Businesses like Vanilla Espresso French Café in Miami

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Miami2,97954%35%56.9%
Sites built with Owner in Miami9477%48%56.9%

The best of the sites built with Owner in Miami

Ave By Divino A 100% · Bayti Cafe A 100% · Berries in the Grove A 100% · Bocas Grill Kendall A 100% · Bombay Corner A 100%

The climb

With the two fixes above (The site turns every visitor without a browser away, AI agents included; Structured data is incomplete) the score would be about 100%: first of 2,979 in Miami.

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

Findings

What to fix first

  1. The site turns every visitor without a browser away, AI agents included +25 points

    A plain fetch was refused (cloudflare_challenge); only a real browser got the page. Every AI crawler and agent is turned away the same way, so Reachable scores 0 and the rest is measured on the rendered page. Ask the host to let the AI user agents through. How to fix it

  2. Structured data is incomplete +3 points

    Missing: opening hours. How to fix it

  3. The phone on the site is not the one the open data lists

    The site shows +13313095573; OpenStreetMap or Overture Maps lists 13054008368. An assistant that sees two different numbers does not know which to trust. Correct the wrong one: the site, or the map data at openstreetmap.org.

Send the fixes to your web person

One email, the fixes and the link; nothing stored.

No one is listed yet to fix this in Miami. List your agency or yourself: free, reviewed by hand.

Already right

Builder: owner · Front: cloudflare · A plain fetch got cloudflare_challenge; a real browser got the page, so the scan continues on the rendered page.

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 owner is in the guides.

Show the code 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. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Vanilla Espresso French Café",
  "url": "https://www.vanillaespresso.com",
  "telephone": "13054008368",
  "address": "16395 NW 67th Ave, 33014-6044, Miami Lakes",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.922404,
    "longitude": -80.308457
  },
  "servesCuisine": [
    "french"
  ],
  "hasMenu": "https://vanillaespresso.com/menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://vanillaespresso.com/menu?dialogState=orderDetails",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
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 · 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.

Show the score

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

Agent-Direct Score C

<a href="https://directindex.org/r/vanillaespresso.com"><img src="https://directindex.org/badge/vanillaespresso.com.svg" alt="Agent-Direct Score C" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Vanilla Espresso French Café

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/vanillaespresso.com, through the MCP tool direct_record and in the city feed /city/miami/direct.json.

PathLinkStatus
Booknone on record
Ordervanillaespresso.com/menu?dialogState=orderDetails own sitefound by the scan of 2026-10-17, not yet tested
Menuvanillaespresso.com/menu html_pagefrom the scan
Hoursnone on record
Phone13054008368

Stable links that count: /go/vanillaespresso.com/order, /go/vanillaespresso.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
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

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

Agent readiness

Not measured

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.

JSON-LD for the businessyes