Takahachi Bakery
takahachi.net is partly visible to agents.
Listed by OpenStreetMap.
See what an AI agent reads on this site →
39 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.
What to fix first
- Booking only through zomato +12 points
Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. How to fix it About this vendor
- No menu or price list found +7 points
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
- Structured data is incomplete +4 points
Missing: address, telephone. How to fix it
- No llms.txt no points, still worth doing
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.
Already right
- robots.txt lets AI crawlers in No rule blocks the key AI user agents.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- Structured data present (LocalBusiness) opening hours
Builder: squarespace · Front: cloudflare
What to paste
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.
Show the code to paste
Structured data (JSON-LD)
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": "Takahachi Bakery",
"url": "https://www.takahachi.net/takahachi-bakery",
"telephone": "+1-212-791-5550",
"address": {
"@type": "PostalAddress",
"streetAddress": "Murray Street 25",
"postalCode": "10007"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 40.7137279,
"longitude": -74.0084336
},
"openingHours": "Mo-Fr 08:30-18:00; Sa 09:00-18:00",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Monday",
"Tuesday",
"Wednesday",
"Thursday",
"Friday"
],
"opens": "08:30",
"closes": "18:00"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Saturday"
],
"opens": "09:00",
"closes": "18:00"
}
],
"servesCuisine": [
"japanese",
"bakery"
]
}
</script>
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Takahachi Bakery > cafe or coffee shop (japanese, bakery) in Murray Street 25 10007, New York cafes and bars. Phone +1-212-791-5550. ## Opening hours Mo-Fr 08:30-18:00; Sa 09:00-18:00 ## About - Website: https://www.takahachi.net/takahachi-bakery - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
How Takahachi Bakery compares
683 of 1,612 in New York cafes and bars
Top 42% of the sites scanned in this index. Just above: Made Fresh Daily C, Omega Bakery & Cafe C. Just below: The Junction C, The Malt House C.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 98% | no |
| 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 | 24% | no |
| Have an llms.txt | 11% | no |
The top tenth is the 162 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Squarespace 7,098 sites | 65% | 48% | 60% |
| Sites using Zomato 30 sites | 60% | 30% | 60% |
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Yaya Tea Garden japanese, chinese | 1.2 km | B | yes |
| Sake Bar Asoko japanese | 1.4 km | D | no |
| Izakaya Juraku japanese | 1.8 km | B | yes |
| One Girl Cookies bakery | 1.9 km | A | yes |
| Koneko Cat Cafe coffee_shop, japanese | 2.2 km | D | no |
| Setsugekka pastry, japanese | 2.4 km | D | yes |
| Decibel japanese | 2.5 km | A | yes |
| Hard to Explain japanese | 2.6 km | C | no |
| Kijitora coffee_shop, japanese | 3.1 km | B | yes |
| 11 Tigers japanese, thai | 3.1 km | B | yes |
Businesses like Takahachi Bakery in New York cafes and bars
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York cafes and bars | 1,612 | 46% | 30% | 60% |
| Built with Squarespace in New York cafes and bars | 403 | 67% | 46% | 60% |
| Using Zomato in New York cafes and bars | 1 | 60% | 0% | 60% |
| Built with Squarespace and using Zomato in New York cafes and bars | 1 | 60% | 0% | 60% |
The best of Built with Squarespace in New York cafes and bars
Analogue A 100% · Sandwell A 100% · Le Petit Parisienne A 95% · Osamil A 95% · Pitanga A 95%
The climb
With the three fixes above (Booking only through zomato; No menu or price list found; Structured data is incomplete) the score would be about 95.4%: 8th of 1,612 in New York cafes and bars, up from 683rd.
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
What assistants answer
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.
Own this business?
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.
Send the fixes to your web person
Show the score
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/takahachi.net"><img src="https://directindex.org/badge/takahachi.net.svg" alt="Agent-Direct Score C" width="236" height="40"></a>
What agents get, and what the site publishes
The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.
Show the details
What agents get for Takahachi Bakery
No direct path on record: the scan of 2026-10-14 found no booking or ordering link on takahachi.net or on a vendor's site. The same record is served as JSON at /api/direct/takahachi.net, through the MCP tool direct_record and in the city feed /city/new-york-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | Mo-Fr 08:30-18:00; Sa 09:00-18:00 (open now) | from OpenStreetMap |
| Phone | +1-212-791-5550 |
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 | 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 |
| Vendor terms for agents Zomato, read | Not stated |
Not measured at this scan; the next scan measures it.
The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. About Zomato · all vendors.
The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.
Level 1 of 5, Basic Web Presence
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 |