# Moka Matcha: Agent-Direct Score A (92.3%)

Site: https://www.mokamatcha.com/
Report: https://directindex.org/r/mokamatcha.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Moka Matcha is ready for agents.

## Direct links
- Order directly: https://www.mokamatcha.com/order-online (on the business's own site)
- Menu: https://www.mokamatcha.com/menu
- Phone: +1 646-747-0801

## What to fix first
- **Structured data is incomplete.** (+2 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What 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.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Moka Matcha",
  "url": "https://www.mokamatcha.com/",
  "telephone": "+1 646-747-0801",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "East 45th Street 81"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7544586,
    "longitude": -73.9764655
  },
  "servesCuisine": [
    "coffee shop"
  ],
  "hasMenu": "https://www.mokamatcha.com/menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.mokamatcha.com/order-online",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# Moka Matcha

> cafe or coffee shop (coffee shop) in East 45th Street 81, New York cafes and bars. Phone +1 646-747-0801.

## Book or order directly

- Order: https://www.mokamatcha.com/order-online (on the business's own site)
- Menu: https://www.mokamatcha.com/menu

## About

- Website: https://www.mokamatcha.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## 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).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
21 of 1612 in New York cafes and bars. Top 1% of the sites scanned in this index.

| 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% | yes |
| 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 |

Nearest places with a similar menu: 10000 Coffee (B, 345 m, https://directindex.org/r/10000coffeeusa.com); Pavé (B, 387 m, https://directindex.org/r/pave46.com); inerro (B, 1054 m, https://directindex.org/r/inerro.co); Capital One Café (F, 1060 m, https://directindex.org/r/capitalone.com); Qahwah Valley (A, 1089 m, https://directindex.org/r/qahwahvalley.com); Sip + Co. (B, 1152 m, https://directindex.org/r/sipandco.co); Sahola Cofee Shop (C, 1174 m, https://directindex.org/r/saholaflowers.com); Murray Cafe (B, 1222 m, https://directindex.org/r/murraycafe.com); Slate Cafe (A, 1228 m, https://directindex.org/r/slatecafe.com); Madman Espresso (D, 1295 m, https://directindex.org/r/madmanespresso.com).

## What assistants answer
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.

Against its peers: Sites built with Squarespace 65% (48% A or B, 7098 sites); This site 92.3%.

See what an AI agent reads on this site: https://directindex.org/r/mokamatcha.com/agent-view

## Businesses like Moka Matcha in New York cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York cafes and bars | 1612 | 46% | 30% | 92.3% |
| Built with Squarespace in New York cafes and bars | 403 | 67% | 46% | 92.3% |

The best of Built with Squarespace in New York cafes and bars: Analogue (A 100%, https://directindex.org/r/analoguenyc.com); Sandwell (A 100%, https://directindex.org/r/getsandwell.com); Le Petit Parisienne (A 95%, https://directindex.org/r/lepetitparisienusa.com); Osamil (A 95%, https://directindex.org/r/osamil.com); Pitanga (A 95%, https://directindex.org/r/pitangabk.com).

With the fix above (Structured data is incomplete) the score would be about 95.4%: 8th of 1,612 in New York cafes and bars, up from 21st.

## The direct record
What agents get for Moka Matcha, as JSON: https://directindex.org/api/direct/mokamatcha.com
- Book: none on record
- Order: https://www.mokamatcha.com/order-online (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.mokamatcha.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: +1 646-747-0801
- Stable links that count: https://directindex.org/go/mokamatcha.com/order, https://directindex.org/go/mokamatcha.com/menu
- Agents and people followed 1 direct link to this business this month (1 by AI agents).

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- 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.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 20 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/mokamatcha.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Deep report: https://directindex.org/r/mokamatcha.com/deep. 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.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=mokamatcha.com&force=1