Lunch Box
nyclunchbox.com is largely invisible to agents.
Listed by Overture Maps.
Ways to reach Lunch Box directly, with no marketplace in between. Checked 2026-10-23. Report a mistake
886 9th Ave, 10019, New York · (212) 969-9642
Places near Lunch Box that take a booking or an order on their own website, with no marketplace in between.
- Teriyaki Boy20 m
- Masseria dei Vini20 m · italian
- The Flame40 m · greek
- Green Oven Pizza 70 m
- Brisk Labs Inc80 m
The website's grade
AI assistants can't open Lunch Box's website, so they go by what other sites say about it.
8 of 65 points available
agent-readiness level
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. Lunch Box wasn't one of them. See who was named →
How Lunch Box compares
9,519 of 11,180 in New York
Top 85% of the sites scanned in this index. Just above: 8th Hill F, Kenn's Broome Street Bar F. Just below: Marketplace Cafe & Take Away at The Hilton F, Mekong F.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 95% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | no |
| Structured data with address, phone and hours | 59% | no |
| Have an llms.txt | 25% | no |
The top 10% are the 1141 highest-scoring reachable sites in the index at the last update.
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with GoDaddy Website Builder 7,300 sites | 35% | 9% | 12.3% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Whym american | 3 m | F | no |
| Terakawa Ramen ramen | 3 m | D | no |
| Burrito Box mexican | 22 m | C | no |
| Teriyaki Boy | 24 m | B | yes |
| Masseria dei Vini italian | 24 m | B | yes |
| The Flame greek, diner | 40 m | B | yes |
| Green Oven Pizza | 68 m | C | yes |
| Brisk Labs Inc | 75 m | D | yes |
| Sushi YOLO sushi | 89 m | B | no |
| Bello Restaurant italian | 120 m | F | no |
Businesses like Lunch Box in New York
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York | 11,180 | 52% | 34% | 12.3% |
| Sites built with GoDaddy Website Builder in New York | 217 | 42% | 19% | 12.3% |
The best of the sites built with GoDaddy Website Builder in New York
Chicago's Pizza With-A-Twist A 95.4% · Dokébi A 95.4% · Tanoshi Tei A 95.4% · Char-CUTE-rie by Bohemian Picnics A 93.8% · Prospect Bar and Grill A 93.8%
After the top fixes
With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; Ordering through an unrecognised third party), the score would be about 84.6%. That would be 1567th of 11,180 in New York, up from 9519th.
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
- The site turns away every visitor that isn't a browser, AI agents included +23 points
A plain fetch was refused (http_403). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. How to fix it
- No structured data for the business +15 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
- Ordering through an unrecognised third party +9 points
Check that the provider keeps your business as the seller of record. How to fix it
- Menu or price list is on another site +5 points
The link goes to search-domainparking.com, so that site gets the credit and the visits. How to fix it
- Almost no text without JavaScript no points, but worth doing
Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. 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.
Builder: godaddy · A plain fetch got http_403; a real browser got the page, so the scan continues on the rendered page.
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 godaddy.
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": "Lunch Box",
"url": "http://www.nyclunchbox.com/lunchbox.php",
"telephone": "(212) 969-9642",
"address": "886 9th Ave, 10019, New York",
"geo": {
"@type": "GeoCoordinates",
"latitude": 40.76821711664431,
"longitude": -73.9854357920303
}
}
</script>
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/nyclunchbox.com"><img src="https://directindex.org/badge/nyclunchbox.com.svg" alt="Agent-Direct Score F" 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 Lunch Box
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/nyclunchbox.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 | none on record | |
| Menu | search-domainparking.com/lander?serveURL=https%3A%2F%2Fnyclu external | from the scan |
| Hours | none on record | |
| Phone | (212) 969-9642 |
Stable links that count: /go/nyclunchbox.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 |
Only a real browser got this page (a plain fetch got http_403); Readable and Actionable were measured on the rendered page.
Not measured
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.
| JSON-LD for the business | no |