brightwok.com is mostly ready for agents.
Order directly: order.brightwok.com/ on the business's own site · Menu: brightwok.com/#coremenu
See what an AI agent reads on this site →
55 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: address, telephone, 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: wordpress · Front: cloudflare
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on wordpress 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": "Brightwok Kitchen",
"url": "https://brightwok.com",
"telephone": "+1-312-366-2999",
"address": {
"@type": "PostalAddress",
"streetAddress": "North State Street 631",
"postalCode": "60654",
"addressLocality": "Chicago"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 41.8936481,
"longitude": -87.6279417
},
"servesCuisine": [
"asian"
],
"hasMenu": "https://brightwok.com/#coremenu",
"potentialAction": [
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://order.brightwok.com/",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Brightwok Kitchen > restaurant (asian) in North State Street 631 60654 Chicago, Chicago. Phone +1-312-366-2999. ## Book or order directly - Order: https://order.brightwok.com/ (on the business's own site) - Menu: https://brightwok.com/#coremenu ## About - Website: https://brightwok.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 15% of the sites scanned in this index. Just above: Bistronomic B, Bodega Bay Chicago B. Just below: Buona B, Cafecito B.
| 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 WordPress 36,926 sites | 58% | 29% | 84.6% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| TAO asian | 177 m | A | yes |
| Big Bowl asian | 192 m | C | yes |
| P.F. Chang's asian | 216 m | B | yes |
| Friends Sushi asian, sushi | 258 m | F | no |
| Silver Spoon Thai Restaurant thai, asian | 272 m | F | yes |
| Star of Siam thai, asian | 332 m | B | yes |
| Friends Ramen asian | 379 m | F | no |
| Delmonico Restaurant sandwich, burger, chinese, american, asian, chicken, breakfast, fish, salad, barbecue, pancake, fries, buffet, coffee, fruit, soup | 1.2 km | D | no |
| Flat Top Grill asian | 1.4 km | B | yes |
| sushiDOKKU japanese, sushi, asian | 2.0 km | B | yes |
Each assistant was asked the way people ask, with web search on, for up to three places in Chicago and a link to each one's own site. This business was named in one answer, by 1 of the 2 assistants asked.
| Question | Named by | Asked |
|---|---|---|
| A good vegan or vegetarian lunch near the centre, today. | Gemini with a link to this site | 2026-10-15 |
Every place named in Chicago, question by question.
The badge says how many of the assistants asked named this business, with the month; it updates with every round.
<a href="https://directindex.org/r/brightwok.com"><img src="https://directindex.org/badge/named/brightwok.com.svg" alt="Named by 1 of 2 assistants, Direct Index" width="300" height="40"></a>
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Chicago | 1,561 | 50% | 38% | 84.6% |
| Built with WordPress in Chicago | 324 | 70% | 51% | 84.6% |
Fogo de Chão A 100% · Lotus Cafe & Banh Mi Sandwiches A 100% · Pizzeria Portofino A 100% · Sarpino's Pizzeria A 100% · Tryzub Ukrainian Kitchen A 100%
With the fix above (Structured data is incomplete) the score would be about 95.4%: 38th of 1,561 in Chicago, up from 240th.
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/brightwok.com, through the MCP tool direct_record and in the city feed /city/chicago/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | order.brightwok.com/ own site | found by the scan of 2026-10-14, not yet tested |
| Menu | brightwok.com/#coremenu html_page | from the scan |
| Hours | none on record | |
| Phone | +1-312-366-2999 |
Stable links that count: /go/brightwok.com/order, /go/brightwok.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 | 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/brightwok.com"><img src="https://directindex.org/badge/brightwok.com.svg" alt="Agent-Direct Score B" 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.
Rescan now Markdown Dispute a check
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.