bayankochicago.com is ready for agents.
Book directly: www.sevenrooms.com/explore/bayanko/reservations/create/searc through sevenrooms acting for the business · Menu: bayankochicago.com/menu
See what an AI agent reads on this site →
56 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.
Missing: telephone. 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: squarespace · Front: cloudflare
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on squarespace 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": "Bayan Ko",
"url": "https://www.bayankochicago.com",
"telephone": "+1-773-698-6373",
"address": {
"@type": "PostalAddress",
"streetAddress": "West Montrose Avenue 1810",
"postalCode": "60613",
"addressLocality": "Chicago"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 41.9616405,
"longitude": -87.6749182
},
"openingHours": "We-Sa 17:00-22:00",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Wednesday",
"Thursday",
"Friday",
"Saturday"
],
"opens": "17:00",
"closes": "22:00"
}
],
"servesCuisine": [
"filipino"
],
"acceptsReservations": "https://www.sevenrooms.com/explore/bayanko/reservations/create/search/",
"hasMenu": "https://bayankochicago.com/menu",
"potentialAction": [
{
"@type": "ReserveAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://www.sevenrooms.com/explore/bayanko/reservations/create/search/",
"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.
# Bayan Ko > restaurant (filipino) in West Montrose Avenue 1810 60613 Chicago, Chicago. Phone +1-773-698-6373. ## Book or order directly - Book: https://www.sevenrooms.com/explore/bayanko/reservations/create/search/ (through sevenrooms acting for the business) - Menu: https://bayankochicago.com/menu ## Opening hours We-Sa 17:00-22:00 ## About - Website: https://www.bayankochicago.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 12% of the sites scanned in this index. Just above: Bakers Square A, Basant A. Just below: Beatnik On The River A, Beck’s Chicago 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 | 52% | no |
| Have an llms.txt | 19% | no |
The top tenth is the 157 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Squarespace 7,098 sites | 65% | 48% | 86.2% |
| Sites using SevenRooms 669 sites | 71% | 53% | 86.2% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| La Amistad mexican | 143 m | C | yes |
| Spacca Napoli pizza, italian | 200 m | A | yes |
| Crushed Pizzeria pizza | 427 m | C | yes |
| Disco Taco mexican | 438 m | C | yes |
| Cobblestone Restaurant | 681 m | C | no |
| Cho Sun Ok Restaurant korean | 695 m | D | no |
| Il Milanese | 751 m | C | yes |
| Menya Goku noodle, ramen, japanese | 769 m | D | yes |
| Royal Thai thai | 775 m | D | no |
| Tuscan Hen Market italian | 811 m | D | no |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Chicago | 1,561 | 50% | 38% | 86.2% |
| Built with Squarespace in Chicago | 195 | 77% | 75% | 86.2% |
| Using SevenRooms in Chicago | 23 | 76% | 70% | 86.2% |
| Built with Squarespace and using SevenRooms in Chicago | 5 | 78% | 80% | 86.2% |
Akahoshi Ramen B 81.5% · Jeong B 81.5% · Le Bouchon B 80% · Elina's C 63.1%
With the fix above (Structured data is incomplete) the score would be about 87.7%: 148th of 1,561 in Chicago, up from 184th.
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/bayankochicago.com, through the MCP tool direct_record and in the city feed /city/chicago/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | www.sevenrooms.com/explore/bayanko/reservations/create/searc vendor on own site: SevenRooms | found by the scan of 2026-10-14, not yet tested |
| Order | none on record | |
| Menu | bayankochicago.com/menu html_page | from the scan |
| Hours | We-Sa 17:00-22:00 (closed now) | from OpenStreetMap |
| Phone | +1-773-698-6373 |
Stable links that count: /go/bayankochicago.com/book, /go/bayankochicago.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 |
| Vendor terms for agents SevenRooms, read 2026-10-15 | Partners only |
Not measured at this scan; the next scan measures it.
SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Source. About SevenRooms · all vendors.
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 | yes |
| AI bot rules in robots.txt | yes |
| 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/bayankochicago.com"><img src="https://directindex.org/badge/bayankochicago.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.