Pando 39
americanrestaurantnewyork.com is mostly ready for agents.
Listed by Overture Maps.
Ways to reach Pando 39 directly, with no marketplace in between. Checked 2026-10-23. On the business's own site. Report a mistake
54 W 39th St, 10018, New York · (646) 767-0200
Places near Pando 39 that take a booking or an order on their own website, with no marketplace in between.
- Croton Reservoir Tavern190 m · american
- The Parlour Room230 m · american
- The Liberty290 m · american
- Chef Philip Sireci310 m · american
- Cambridge Catering400 m · american
The website's grade
An AI assistant can open Pando 39's website. It can read what Pando 39 offers. It finds a way to book or order directly on the site.
48 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.
What assistants answer
Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.
The assistants were asked 13 everyday questions about New York and named 69 places. Pando 39 wasn't one of them. See who was named →
How Pando 39 compares
2,811 of 11,000 in New York
Top 26% of the sites scanned in this index. Just above: POSX Asian Bistro - Crypto Powered Dining B, Palladino's Steak & Seafood B. Just below: Panini Grill B, Papa Mikes Brick Oven Pizza B.
| What the top 10% 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 | 95% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 59% | no |
| Have an llms.txt | 25% | no |
The top 10% are the 1114 highest-scoring reachable sites in the index at the last update.
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Croton Reservoir Tavern american | 185 m | A | yes |
| American Hall american | 201 m | F | no |
| The Parlour Room american | 234 m | A | yes |
| The Liberty american, pizza | 289 m | B | yes |
| Chef Philip Sireci american | 314 m | C | yes |
| The Pump Energy Food american | 397 m | D | no |
| Cambridge Catering american | 403 m | A | yes |
| Round Table Room at Algonquin Hotel american | 448 m | D | no |
| Gatsby's Landing american | 452 m | A | yes |
| Andrews NYC Diner american, diner | 457 m | C | yes |
Businesses like Pando 39 in New York
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York | 11,000 | 52% | 34% | 73.8% |
The best of the businesses of the same kind in New York
3 Guys Sushi A 100% · 3rd Ave Deli Gourmet and Juice Bar A 100% · 57s All American Grill A 100% · A1 Asian Fusion A 100% · Abey African and Mediterranean Restaurant A 100%
After the top fixes
With the fix above (No structured data for the business), the score would be about 95.4%. That would be 336th of 11,000 in New York, up from 2811th.
Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.
What to fix first
- No structured data for the business +14 points
Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it
- No llms.txt no points, but worth doing
Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it
Send the fixes to your web person
No one is listed yet to fix this in New York. List your agency or yourself. It's free, and every listing is reviewed by hand.
Already right
- robots.txt lets AI crawlers in No rule blocks the main AI user agents.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- Menu or price list is an HTML page Agents can read the items and prices.
- Ordering on your own site Agents can order without going through a marketplace.
Builder: unknown · menu page /american-restaurant/: nothing new
What to paste
Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on your builder.
Show the code to paste
Structured data (JSON-LD)
Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "LocalBusiness",
"name": "Pando 39",
"url": "https://americanrestaurantnewyork.com",
"telephone": "(646) 767-0200",
"address": "54 W 39th St, 10018, New York",
"geo": {
"@type": "GeoCoordinates",
"latitude": 40.75233082756774,
"longitude": -73.98451175656358
},
"potentialAction": [
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://americanrestaurantnewyork.com/american-restaurant/",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</script>
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Pando 39 > local business (american) in 54 W 39th St, 10018, New York, New York. Phone (646) 767-0200. ## Book or order directly - Order: https://americanrestaurantnewyork.com/american-restaurant/ (on the business's own site) - Menu: https://americanrestaurantnewyork.com/american-restaurant/ ## About - Website: https://americanrestaurantnewyork.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Own this business?
If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.
Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Show the score
Owners who score well put the badge on their site. It links back here and updates with every scan.
<a href="https://directindex.org/r/americanrestaurantnewyork.com"><img src="https://directindex.org/badge/americanrestaurantnewyork.com.svg" alt="Agent-Direct Score B" width="236" height="40"></a>
What agents get, and what the site publishes
The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.
Show the details
What agents get for Pando 39
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/americanrestaurantnewyork.com, through the MCP tool direct_record and in the city feed /city/new-york/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | americanrestaurantnewyork.com/american-restaurant/ own site | found by the scan of 2026-10-23, not yet tested |
| Menu | americanrestaurantnewyork.com/american-restaurant/ html_page | from the scan |
| Hours | none on record | |
| Phone | (646) 767-0200 |
Stable links that count: /go/americanrestaurantnewyork.com/order, /go/americanrestaurantnewyork.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.
Can an agent transact?
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 | no |
| ACP discovery document /.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol | no |
| 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 | no |
Level 1 of 5, Basic Web Presence
These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward 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 |