# Bloom Café: Agent-Direct Score B (84.6%)

Site: https://bloomcoffeeshop.fr/
Report: https://directindex.org/r/bloomcoffeeshop.fr
Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Bloom Café is mostly ready for agents.
An AI assistant can open Bloom Café's website. It can read what Bloom Café offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://bloomcoffeeshop.fr/pages/reservation (on the business's own site)
- Order directly: https://bloomcoffeeshop.fr/pages/cupcake (on the business's own site)
- Menu: https://bloomcoffeeshop.fr/pages/menus
- Hours, from OpenStreetMap · Overture Maps: Mon–Tue closed; Wed–Fri 11:00–18:00; Sat 11:30–18:30; Sun 14:00–18:00

## Nearby, also direct
Places near Bloom Café that take a booking or an order on their own website, with no marketplace in between.
- Emilie and the cool kids (320 m): https://directindex.org/r/emiliescookies.com

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## Fix kit: What 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.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Bloom Café",
  "url": "https://bloomcoffeeshop.fr/",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 50.6373737,
    "longitude": 3.0579848
  },
  "openingHours": "We-Fr 11:00-18:00; Sa 11:30-18:30; Su 14:00-18:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "11:00",
      "closes": "18:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "11:30",
      "closes": "18:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "14:00",
      "closes": "18:00"
    }
  ],
  "servesCuisine": [
    "cake"
  ],
  "acceptsReservations": "https://bloomcoffeeshop.fr/pages/reservation",
  "hasMenu": "https://bloomcoffeeshop.fr/pages/menus",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://bloomcoffeeshop.fr/pages/reservation",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://bloomcoffeeshop.fr/pages/cupcake",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
12 of 193 in Lille cafes and bars. Top 6% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 90% | yes |
| Publish the menu or price list as HTML | 80% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 35% | no |
| Have an llms.txt | 50% | yes |

Nearest places with a similar menu: Elizabeth's bakery & tea rooms (D, 209 m, https://directindex.org/r/elizabeths.fr); Emilie and the cool kids (B, 319 m, https://directindex.org/r/emiliescookies.com); Nuts ! (F, 519 m, https://directindex.org/r/nuts-lille.fr); Mü (F, 673 m, https://directindex.org/r/mucafe.fr); Lüm (B, 747 m, https://directindex.org/r/lumlillecentre.fr); Lüm (B, 893 m, https://directindex.org/r/lumvieuxlille.fr).

## What assistants answer
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.

Recommended when people ask: "Brunch at a cafe on Saturday. Where do I book?" (Gemini); "Coffee and a good cake this afternoon. Where should I go?" (ChatGPT)


Compared with its peers: Sites built with Shopify 48% (24% A or B, 13925 sites); This site 84.6%.

See what an AI agent reads on this site: https://directindex.org/r/bloomcoffeeshop.fr/agent-view

## Named by ChatGPT and Gemini for "Brunch at a cafe on Saturday. Where do I book?" and "Coffee and a good cake this afternoon. Where should I go?" in Lille cafes and bars, October 2026
- "Brunch at a cafe on Saturday. Where do I book?" (2026-10-21): Gemini with a link to this site. https://directindex.org/city/lille-cafes-bars/recommended/cafe-brunch
- "Coffee and a good cake this afternoon. Where should I go?" (2026-10-21): ChatGPT with a link to this site. https://directindex.org/city/lille-cafes-bars/recommended/cake-coffee
Named by 2 of 2 assistants asked. Badge: https://directindex.org/badge/named/bloomcoffeeshop.fr.svg

## Businesses like Bloom Café in Lille cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Lille cafes and bars | 193 | 53% | 30% | 84.6% |
| Sites built with Shopify in Lille cafes and bars | 10 | 60% | 50% | 84.6% |

The best of the sites built with Shopify in Lille cafes and bars: Café Leffe (B 84.6%, https://directindex.org/r/linasparis.com); Kusmi Tea (B 84.6%, https://directindex.org/r/kusmitea.com); MAISON SATORI - Maison du matcha et du Japon à Lille (B 76.9%, https://directindex.org/r/maisonsatori.fr); Monsieur M (B 75.4%, https://directindex.org/r/lapatisseriedepapa.fr); Café Roastosaur (C 61.5%, https://directindex.org/r/cafe-roastosaur.fr).

With the fix above (Structured data is incomplete), the score would be about 95.4%, which would be first of 193 in Lille cafes and bars.

## The direct record
What agents get for Bloom Café, as JSON: https://directindex.org/api/direct/bloomcoffeeshop.fr
- Book: https://bloomcoffeeshop.fr/pages/reservation (own site; found by the scan of 2026-10-20, not yet tested)
- Order: https://bloomcoffeeshop.fr/pages/cupcake (own site; found by the scan of 2026-10-20, not yet tested)
- Menu: https://bloomcoffeeshop.fr/pages/menus (html_page; from the scan)
- Hours: We-Fr 11:00-18:00; Sa 11:30-18:30; Su 14:00-18:00 (closed now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/bloomcoffeeshop.fr/book, https://directindex.org/go/bloomcoffeeshop.fr/order, https://directindex.org/go/bloomcoffeeshop.fr/menu
- Agents and people followed 5 direct links to this business this month (5 by AI agents).

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): yes
- 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/bloomcoffeeshop.fr
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: yes
- llms.txt: yes
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: yes
- OAuth protected resource metadata: yes
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: yes
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/bloomcoffeeshop.fr/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/bloomcoffeeshop.fr/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=bloomcoffeeshop.fr&force=1