marathon.coffee is hard for agents to use.
Order directly: squareup.com/gift/N3YJH5HR5D8AD/order through square acting for the business
See what an AI agent reads on this site →
35 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 (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it
Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. 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 cafes and bars. 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": "CafeOrCoffeeShop",
"name": "Marathon Coffee",
"url": "https://www.marathon.coffee/",
"address": {
"@type": "PostalAddress",
"streetAddress": "3rd Avenue 1592",
"postalCode": "10128",
"addressLocality": "New York"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 40.781057,
"longitude": -73.9525772
},
"openingHours": "Mo-Th 07:00-16:30; Fr 07:00-18:00; Sa, Su 07:30-18:00",
"potentialAction": [
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://squareup.com/gift/N3YJH5HR5D8AD/order",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Marathon Coffee > cafe or coffee shop in 3rd Avenue 1592 10128 New York, New York cafes and bars. ## Book or order directly - Order: https://squareup.com/gift/N3YJH5HR5D8AD/order (through square acting for the business) ## Opening hours Mo-Th 07:00-16:30; Fr 07:00-18:00; Sa, Su 07:30-18:00 ## About - Website: https://www.marathon.coffee/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Top 43% of the sites scanned in this index. Just above: Little Rebel D, Malone's Irish Bar & Grill D. Just below: Matari Coffee Co. D, Ocean's 8 D.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 98% | yes |
| Publish the menu or price list as HTML | 96% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 99% | yes |
| Structured data with address, phone and hours | 23% | no |
| Have an llms.txt | 9% | no |
The top tenth is the 182 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% | 53.8% |
| Sites using Square 774 sites | 69% | 48% | 53.8% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Crumbly Cafe & Bakery | 215 m | A | yes |
| Third Avenue Ale House gastropub, american | 221 m | C | no |
| Ole & Steen | 253 m | F | no |
| Meller's Sports Hub & Grill american, italian | 264 m | B | no |
| Bagel Shop bagel | 275 m | A | yes |
| Auction House | 278 m | D | no |
| East End Bar & Grill pub | 340 m | D | no |
| Jeremy's | 400 m | A | yes |
| The Domino Room | 423 m | C | no |
| Caroline's Donuts donut | 438 m | D | yes |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York cafes and bars | 1,808 | 41% | 26% | 53.8% |
| Built with Squarespace in New York cafes and bars | 403 | 67% | 44% | 53.8% |
| Using Square in New York cafes and bars | 74 | 71% | 59% | 53.8% |
| Built with Squarespace and using Square in New York cafes and bars | 46 | 74% | 74% | 53.8% |
Fifth Hammer Brewing Company A 92.3% · Plug Uglies A 92.3% · Henry Public A 90.8% · Decibel A 86.2% · Grace Street A 86.2%
With the two fixes above (No structured data for the business; No menu or price list found) the score would be about 87.7%: 103rd of 1,808 in New York cafes and bars, up from 775th.
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 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/marathon.coffee"><img src="https://directindex.org/badge/marathon.coffee.svg" alt="Agent-Direct Score D" 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.