lurefishbar.com is mostly ready for agents.
Book directly: www.lurefishbar.com/reservations on the business's own site · Menu: www.lurefishbar.com/chicago-menu
See what an AI agent reads on this site →
47 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.
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
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 New York. 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": "Lure Fishbar",
"url": "https://www.lurefishbar.com",
"telephone": "+1-212-431-7676",
"address": {
"@type": "PostalAddress",
"streetAddress": "Mercer Street 142",
"addressLocality": "New York"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 40.7246694,
"longitude": -73.9983531
},
"servesCuisine": [
"seafood"
],
"acceptsReservations": "https://www.lurefishbar.com/reservations",
"hasMenu": "https://www.lurefishbar.com/chicago-menu",
"potentialAction": [
{
"@type": "ReserveAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://www.lurefishbar.com/reservations",
"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.
# Lure Fishbar > restaurant (seafood) in Mercer Street 142 New York, New York. Phone +1-212-431-7676. ## Book or order directly - Book: https://www.lurefishbar.com/reservations (on the business's own site) - Menu: https://www.lurefishbar.com/chicago-menu ## About - Website: https://www.lurefishbar.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 37% of the sites scanned in this index. Just above: Lucia Pizza B, Lula Mae B. Just below: M. Wells Steakhouse B, Maison Provence 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 | 99% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 50% | no |
| Have an llms.txt | 13% | no |
The top tenth is the 433 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Squarespace 6,916 sites | 64% | 46% | 72.3% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Sadelle’s seafood, bagel | 230 m | C | yes |
| Il Corallo Trattoria italian, pasta, seafood | 344 m | B | yes |
| Trattoria Pesce Pasta italian, seafood | 828 m | D | no |
| The Chubby Crab chinese, chicken, seafood, american | 887 m | F | no |
| Penny seafood | 999 m | B | yes |
| Upstate seafood | 1.0 km | C | no |
| Jeffrey's Grocery seafood | 1.1 km | A | yes |
| Capitaine seafood | 1.2 km | A | yes |
| Upholstery Store: Food and Wine seafood | 1.4 km | C | yes |
| Seahorse NYC seafood | 1.6 km | D | no |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York | 4,270 | 52% | 40% | 72.3% |
| Built with Squarespace in New York | 584 | 74% | 65% | 72.3% |
Fusionista A 100% · Island A 100% · Sandwell A 100% · Sea Wolf A 100% · Urbanspace Vanderbilt A 100%
With the fix above (No structured data for the business) the score would be about 95.4%: 74th of 4,270 in New York, up from 1591st.
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/lurefishbar.com, through the MCP tool direct_record and in the city feed /city/new-york/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | www.lurefishbar.com/reservations own site | found by the scan of 2026-10-14, not yet tested |
| Order | none on record | |
| Menu | www.lurefishbar.com/chicago-menu html_page | from the scan |
| Hours | none on record | |
| Phone | +1-212-431-7676 |
Stable links that count: /go/lurefishbar.com/book, /go/lurefishbar.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 | 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/lurefishbar.com"><img src="https://directindex.org/badge/lurefishbar.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.
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.