willowroomchicago.com is ready for agents.
Book directly: willowroomchicago.com/?source=pop_up&spot_id=55857&destinati on the business's own site · Menu: www.willowroomchicago.com/chicago-lincoln-park-willow-room-f
Score over 3 scans since 2026-10-14: 95% → 95% → 95%
See what an AI agent reads on this site →
62 of 65 points available
agent-readiness level, Basic Web Presence
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.
Since the scan of 2026-10-14: no change in the findings.
Missing: opening hours. 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 Chicago. 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": "Willow Room",
"url": "https://www.willowroomchicago.com/",
"telephone": "+1-312-982-2151",
"address": {
"@type": "PostalAddress",
"streetAddress": "North Halsted Street 1800",
"postalCode": "60614",
"addressLocality": "Chicago"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 41.9139765,
"longitude": -87.6486439
},
"acceptsReservations": "https://willowroomchicago.com/?source=pop_up&spot_id=55857&destination=reservations&promotion=reservations#reservations_open_table",
"hasMenu": "https://www.willowroomchicago.com/chicago-lincoln-park-willow-room-food-menu",
"potentialAction": [
{
"@type": "ReserveAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://willowroomchicago.com/?source=pop_up&spot_id=55857&destination=reservations&promotion=reservations#reservations_open_table",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
},
"result": {
"@type": "Reservation",
"name": "Reservation"
}
}
]
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Willow Room > restaurant in North Halsted Street 1800 60614 Chicago, Chicago. Phone +1-312-982-2151. ## Book or order directly - Book: https://willowroomchicago.com/?source=pop_up&spot_id=55857&destination=reservations&promotion=reservations#reservations_open_table (on the business's own site) - Menu: https://www.willowroomchicago.com/chicago-lincoln-park-willow-room-food-menu ## About - Website: https://www.willowroomchicago.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 4% of the sites scanned in this index. Just above: Wake n Bacon A, Weber Grill A. Just below: Zaab E Lee A, Jubilee Juice & Grill A.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 51% | no |
| Have an llms.txt | 18% | no |
The top tenth is the 173 best-scoring reachable sites of the index at the last refresh.
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| King Crab House seafood | 44 m | C | yes |
| Boka | 52 m | C | yes |
| Alinea fine_dining | 70 m | C | yes |
| D.P. Dough calzone | 365 m | B | yes |
| Yaya Mas Greek Kuzina greek | 366 m | A | yes |
| Stella Barra Pizzeria pizza | 405 m | C | yes |
| Pasta Palazzo italian | 440 m | C | yes |
| Beacon Doughnuts donut | 500 m | D | yes |
| Buffalo Wild Wings wings | 509 m | F | no |
| Blue Door Farm Stand | 511 m | C | no |
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 | yes |
| 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 | yes |
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/willowroomchicago.com"><img src="https://directindex.org/badge/willowroomchicago.com.svg" alt="Agent-Direct Score A" 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.