florentinbrunch.com is hard for agents to use.
Menu: www.florentinbrunch.com/menu
See what an AI agent reads on this site →
32 of 65 points available
agent-readiness level, Not Ready
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.
Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it
Agents have nothing to act on. Add a booking or ordering page on your own domain. How to fix it
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 Amsterdam. List your agency or yourself: free, reviewed by hand.
Builder: unknown · Front: cloudflare
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder is in the guides.
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": "Florentin St.",
"url": "https://florentinbrunch.com",
"telephone": "+31 20 770 5984",
"email": "info@florentinbrunch.com",
"address": {
"@type": "PostalAddress",
"streetAddress": "Eerste Sweelinckstraat 20",
"postalCode": "1073CM",
"addressLocality": "Amsterdam"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 52.3561344,
"longitude": 4.8974868
},
"openingHours": "Mo-Th 09:00-16:00; Fr-Su 09:00-16:00",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Monday",
"Tuesday",
"Wednesday",
"Thursday"
],
"opens": "09:00",
"closes": "16:00"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Friday",
"Saturday",
"Sunday"
],
"opens": "09:00",
"closes": "16:00"
}
],
"servesCuisine": [
"brunch"
],
"hasMenu": "https://www.florentinbrunch.com/menu"
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Florentin St. > restaurant (brunch) in Eerste Sweelinckstraat 20 1073CM Amsterdam, Amsterdam. Phone +31 20 770 5984. ## Book or order directly - Menu: https://www.florentinbrunch.com/menu ## Opening hours Mo-Th 09:00-16:00; Fr-Su 09:00-16:00 ## About - Website: https://florentinbrunch.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 63% of the sites scanned in this index. Just above: Eetcafe Koevoet D, Fabian D. Just below: Food Brothers D, Hachi D.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 96% | no |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 85% | yes |
| Structured data with address, phone and hours | 49% | no |
| Have an llms.txt | 24% | no |
The top tenth is the 144 best-scoring reachable sites of the index at the last refresh.
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Miri Mary indian, brunch | 530 m | A | yes |
| Bakers & Roasters breakfast, brunch | 535 m | C | yes |
| Flow breakfast, brunch, coffee_shop | 540 m | D | no |
| Locals Coffee breakfast, brunch, coffee_shop | 596 m | D | no |
| Harmani brunch, coffee_shop | 619 m | D | no |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Amsterdam | 1,425 | 53% | 31% | 49.2% |
Amigo A 100% · Club Birdies A 100% · Flore A 100% · Graham's Kitchen A 100% · Hanzade Çiğköfte A 100%
With the two fixes above (No structured data for the business; No booking or ordering path at all) the score would be about 95.4%: 26th of 1,425 in Amsterdam, up from 897th.
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
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/florentinbrunch.com, through the MCP tool direct_record and in the city feed /city/amsterdam/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | www.florentinbrunch.com/menu html_page | from the scan |
| Hours | Mo-Th 09:00-16:00; Fr-Su 09:00-16:00 (closed now) | from OpenStreetMap |
| Phone | +31 20 770 5984 |
Stable links that count: /go/florentinbrunch.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.
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 | not measured |
| ACP discovery document /.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol | not measured |
| 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 | not measured |
Not measured at this scan; the next scan measures it.
The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.
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.
| Link headers on the homepage | no how |
| sitemap.xml | no how |
| AI bot rules in robots.txt | no how |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | no |
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.
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/florentinbrunch.com"><img src="https://directindex.org/badge/florentinbrunch.com.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
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.
Deep report Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.