The Direct Index
Report · Paris hairdressers and beauty salons · scanned 2026-10-20

Bobbi Brown

bobbibrowncosmetics.fr is mostly ready for agents.

Listed by Overture Maps.

BookOrderMenuCallWebsite

Ways to reach Bobbi Brown directly, with no marketplace in between. Checked 2026-10-20. On the business's own site. Report a mistake

1 rue des Archives, 75001, Paris · 01 44 59 37 92

Prices: 26 prices on the site, the middle one €56.00 · Languages: Arabic, German, English, Spanish, French, Hebrew, Indonesian, Italian, Japanese, Korean, Dutch, Russian, Turkish, Chinese

Cette page en français

Nearby, also direct

Places near Bobbi Brown that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

Some AI assistants are turned away by Bobbi Brown's website. It can read what Bobbi Brown offers. It finds a way to book or order directly on the site.

72.3%

47 of 65 points available

1/5

agent-readiness level, Basic Web Presence

4

things to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

What the site tells visitors Measured, not scored

These don't change the grade.

26 prices on the landing page, the middle one €56.00.

In Paris, the middle price of comparable sites that show prices is €56.00.

Every city compared →
Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

Where it stands

How Bobbi Brown compares

Where it stands

352 of 1,511 in Paris hairdressers and beauty salons

Top 23% of the sites scanned in this index. Just above: Belmary B, Better Than Cream B. Just below: Borie Beauté B, Cabinet Léger B.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain99%yes
Publish the menu or price list as HTML76%yes
Let AI crawlers in (no block at the server or in robots.txt)98%no
Structured data with address, phone and hours17%no
Have an llms.txt59%no

The top 10% are the 153 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Dermalogica France59 mByes
Eak Thai masseur192 mByes
Ban thaï spa247 mDno
Les Thermes de Lutèce by Zvonko275 mDno
Codage286 mByes
Au Spa du Village305 mCyes
zazen307 mDno
O'Kari Marais339 mDyes
Woody Saeie349 mDno
Meet Nail355 mCyes
Businesses like yours

Businesses like Bobbi Brown in Paris hairdressers and beauty salons

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Paris hairdressers and beauty salons1,51153%27%72.3%

The best of the businesses of the same kind in Paris hairdressers and beauty salons

Flash Coiffure A 100% · Comme un charme A 95.4% · Institut Select Massage A 95.4% · Phytomer Spa A 95.4% · RS Esthétique A 95.4%

After the top fixes

With the two fixes above (The server turns AI crawlers away at the door; Structured data is incomplete), the score would be about 95.4%. That would be 2nd of 1,511 in Paris hairdressers and beauty salons, up from 352nd.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. The server turns AI crawlers away at the door +10 points

    Requests as GPTBot (challenge:access denied), ClaudeBot (challenge:access denied), PerplexityBot (challenge:access denied) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. How to fix it

  2. Structured data is incomplete +5 points

    Missing: address, opening hours. How to fix it

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

    Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it

  4. The phone number on the site doesn't match the open map data

    The site shows 0826102398, but OpenStreetMap or Overture Maps lists 01 44 59 37 92. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Paris hairdressers and beauty salons. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in No rule blocks the main AI user agents.
  • Structured data found (Organization) phone
  • Price list of services is an HTML page Agents can read the items and prices.
  • Appointments on your own site Agents can book an appointment without going through a marketplace.
  • Ordering on your own site Agents can order without going through a marketplace.

Builder: unknown · Front: cloudflare · contact page /customer-service-contact-us: WhatsApp; menu page /terms-giftcard: nothing new; booking page /lecon-de-maquillage-et-epilation-sourcils: nothing new; Cloudflare in front; AI crawlers blocked at the edge

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on your builder.

Show the code to paste

Structured data (JSON-LD)

Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Bobbi Brown",
  "url": "https://www.bobbibrowncosmetics.fr",
  "telephone": "01 44 59 37 92",
  "address": "1 rue des Archives, 75001, Paris",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.85711017287768,
    "longitude": 2.3537837383032048
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.bobbibrowncosmetics.fr/lecon-de-maquillage-et-epilation-sourcils",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.bobbibrowncosmetics.fr/customer-service-returns#returns-instructions",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# Bobbi Brown

> organization in 1 rue des Archives, 75001, Paris, Paris hairdressers and beauty salons. Phone 01 44 59 37 92.

## Book or order directly

- Book: https://www.bobbibrowncosmetics.fr/lecon-de-maquillage-et-epilation-sourcils (on the business's own site)
- Order: https://www.bobbibrowncosmetics.fr/customer-service-returns#returns-instructions (on the business's own site)
- Menu: https://www.bobbibrowncosmetics.fr/terms-giftcard

## About

- Website: https://www.bobbibrowncosmetics.fr
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Owners

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

Rescan now · Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid 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 put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score B

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

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Bobbi Brown

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/bobbibrowncosmetics.fr, through the MCP tool direct_record and in the city feed /city/paris-salons/direct.json.

PathLinkStatus
Bookwww.bobbibrowncosmetics.fr/lecon-de-maquillage-et-epilation- own sitefound by the scan of 2026-10-20, not yet tested
Orderwww.bobbibrowncosmetics.fr/customer-service-returns#returns- own sitefound by the scan of 2026-10-20, not yet tested
Menuwww.bobbibrowncosmetics.fr/terms-giftcard html_pagefrom the scan
Hoursnone on record
Phone01 44 59 37 92

Stable links that count: /go/bobbibrowncosmetics.fr/book, /go/bobbibrowncosmetics.fr/order, /go/bobbibrowncosmetics.fr/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

Found one hop past the home page: contact page /customer-service-contact-us: WhatsApp.

Agent readiness

Level 1 of 5, Basic Web Presence

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.

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