# L’agence: Agent-Direct Score D (46.2%)

Site: https://www.lagencetoulouse.com
Report: https://directindex.org/r/lagencetoulouse.com
Scanned: 2026-10-16 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
L’agence is hard for agents to use.
AI assistants can't open L’agence's website, so they go by what other sites say about it.

## Direct links
- Book directly: https://booking.libroreserve.com/237b5123ac15521/OCC015979540171/seat (through libro acting for the business)
- Menu: https://www.lagencetoulouse.com/menu
- Hours, from OpenStreetMap · Overture Maps: Mon closed; Tue–Wed 18:00–00:00; Thu–Fri 18:00–02:00; Sat 18:00–03:00; Sun closed

## Nearby, also direct
Places near L’agence that take a booking or an order on their own website, with no marketplace in between.
- Diago (110 m): https://directindex.org/r/lediago.com
- L'Heure du Singe (160 m): https://directindex.org/r/heuredusinge.com
- Sunside Café (170 m): https://directindex.org/r/sunsidecafe.com
- L'Envie du Sud (210 m): https://directindex.org/r/enviedusud.com
- Bar du Matin (220 m): https://directindex.org/r/lematin.ch

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+23 points) A plain fetch was refused (cloudflare_challenge). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Structured data is incomplete.** (+2 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant
- **Almost no text without JavaScript.** (no points, but worth doing) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript

## What the site tells visitors (Measured, not scored)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is.

## 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": "BarOrPub",
  "name": "L’agence",
  "url": "https://www.lagencetoulouse.com",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.5963363,
    "longitude": 1.4457291
  },
  "openingHours": "Tu,We 18:00-00:00; Th,Fr 18:00-02:00; Sa 18:00-03:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday"
      ],
      "opens": "18:00",
      "closes": "00:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Thursday",
        "Friday"
      ],
      "opens": "18:00",
      "closes": "02:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "18:00",
      "closes": "03:00"
    }
  ],
  "acceptsReservations": "https://booking.libroreserve.com/237b5123ac15521/OCC015979540171/seat",
  "hasMenu": "https://www.lagencetoulouse.com/menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://booking.libroreserve.com/237b5123ac15521/OCC015979540171/seat",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Structured data found (Restaurant).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through libro on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
Not ranked yet in Toulouse cafes and bars.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 96% | yes |
| Publish the menu or price list as HTML | 81% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | no |
| Structured data with address, phone and hours | 27% | no |
| Have an llms.txt | 35% | no |

Nearest places in the index: Diago (A, 109 m, https://directindex.org/r/lediago.com); La Belle Brune (D, 123 m, https://directindex.org/r/labellebrune.fr); L'Heure du Singe (D, 158 m, https://directindex.org/r/heuredusinge.com); Sunside Café (B, 167 m, https://directindex.org/r/sunsidecafe.com); The London Town (D, 178 m, https://directindex.org/r/londontownpub.fr); Café DIP'S (D, 193 m, https://directindex.org/r/cfdp.fr); L'Envie du Sud (C, 210 m, https://directindex.org/r/enviedusud.com); Kopi (F, 213 m, https://directindex.org/r/kopicoffeeshop.com); Bar du Matin (C, 219 m, https://directindex.org/r/lematin.ch); Café Roux (F, 244 m, https://directindex.org/r/caferoux.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: "Good cocktails tonight, and I want to reserve a table for four." (ChatGPT); "A quiet bar for a first date on Thursday evening. Can I book?" (ChatGPT)


Compared with its peers: Sites built with Wix 52% (28% A or B, 48660 sites); Sites using Libro 73% (56% A or B, 393 sites); This site 46.2%.

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

## Named by ChatGPT for "Good cocktails tonight, and I want to reserve a table for four" and "A quiet bar for a first date on Thursday evening. Can I book?" in Toulouse cafes and bars, October 2026
- "Good cocktails tonight, and I want to reserve a table for four." (2026-10-26): ChatGPT with a link to this site. https://directindex.org/city/toulouse-cafes-bars/recommended/cocktails-four
- "A quiet bar for a first date on Thursday evening. Can I book?" (2026-10-26): ChatGPT with a link to this site. https://directindex.org/city/toulouse-cafes-bars/recommended/quiet-date
Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/lagencetoulouse.com.svg

## Businesses like L’agence in Toulouse cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with Wix in Toulouse cafes and bars | 23 | 45% | 17% | 46.2% |
| Sites using Libro in Toulouse cafes and bars | 1 | 46% | 0% | 46.2% |
| Sites built with Wix and using Libro in Toulouse cafes and bars | 1 | 46% | 0% | 46.2% |

The best of the sites built with Wix in Toulouse cafes and bars: L'Orsö Italiano (A 90.8%, https://directindex.org/r/lorsoitaliano.com); D'artgil café (B 83.8%, https://directindex.org/r/dartgilcafe.com); Tempête Bar Restaurant (B 73.8%, https://directindex.org/r/tempete-bar.com); Noma Café Coworking (B 70.8%, https://directindex.org/r/nomacafe.fr); Cave Bar Soft & Curious - Toulouse (C 67.7%, https://directindex.org/r/softandcurious.com).

## The direct record
What agents get for L’agence, as JSON: https://directindex.org/api/direct/lagencetoulouse.com
- Book: https://booking.libroreserve.com/237b5123ac15521/OCC015979540171/seat (vendor on own site: Libro; found by the scan of 2026-10-16, not yet tested)
- Order: none on record
- Menu: https://www.lagencetoulouse.com/menu (html_page; from the scan)
- Hours: Tu,We 18:00-00:00; Th,Fr 18:00-02:00; Sa 18:00-03:00 (closed now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/lagencetoulouse.com/book, https://directindex.org/go/lagencetoulouse.com/menu

## 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): 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
- Vendor terms for agents, Libro: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 20 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/lagencetoulouse.com/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/lagencetoulouse.com/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=lagencetoulouse.com&force=1