# Ogawa Coffee: Agent-Direct Score F (30.3%)

Site: https://www.ogawacoffeeusa.com/
Report: https://directindex.org/r/ogawacoffeeusa.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.)
Ogawa Coffee is largely invisible to agents.

## Direct links
- Phone: +1-617-780-7139

## What to fix first
- **No structured data for the business.** (+15 points) 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. Guide: https://directindex.org/guides/structured-data-restaurant
- **No booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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. Guide: https://directindex.org/guides/menu-pdf-ai
- **The server turns AI crawlers away at the door.** (+3.3 points) Live fetches as ClaudeBot (challenge:attention required) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **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": "Ogawa Coffee",
  "url": "https://www.ogawacoffeeusa.com/",
  "telephone": "+1-617-780-7139",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Milk Street 10",
    "postalCode": "02108",
    "addressLocality": "Boston"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3568422,
    "longitude": -71.0580786
  },
  "openingHours": "Mo-Fr 08:00-16:00; Sa,Su 09:00-16:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "08:00",
      "closes": "16:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "09:00",
      "closes": "16:30"
    }
  ],
  "servesCuisine": [
    "coffee shop",
    "japanese"
  ]
}
</script>
```

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

```
# Ogawa Coffee

> cafe or coffee shop (coffee shop, japanese) in Milk Street 10 02108 Boston, Boston cafes and bars. Phone +1-617-780-7139.

## Opening hours

Mo-Fr 08:00-16:00; Sa,Su 09:00-16:30

## About

- Website: https://www.ogawacoffeeusa.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.

## Since the scan of 2026-10-14 (F then)
- Fixed: nothing
- New: nothing

## Where it stands
213 of 274 in Boston cafes and bars. Top 78% 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 | 96% | no |
| Publish the menu or price list as HTML | 93% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | no |
| Structured data with address, phone and hours | 32% | no |
| Have an llms.txt | 7% | no |

Nearest places with a similar menu: Sip Café (D, 234 m, https://directindex.org/r/sipboston.com); Bon! (D, 405 m, https://directindex.org/r/bonspecialtycoffee.com); Blank Street Coffee (B, 946 m, https://directindex.org/r/blankstreet.com); Caffé Ducali (A, 1139 m, https://directindex.org/r/duca.li); Cuppacoffee (C, 1483 m, https://directindex.org/r/trycuppacoffee.com); L.A. Burdick Chocolates (B, 1573 m, https://directindex.org/r/burdickchocolate.com); Emmi Bakery and Cafe (F, 1636 m, https://directindex.org/r/emmibakerycafe.com); Capital One Café (D, 1950 m, https://directindex.org/r/capitalone.com); Broadway's Pastry & Coffee Shop (C, 2013 m, https://directindex.org/r/broadwayspastry.com); Linden Lounge (D, 2352 m, https://directindex.org/r/coffeebylt.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.

Score over 2 scans since 2026-10-14: 2026-10-14 30%, 2026-10-14 30%.

Against its peers: Sites built with Weebly 35% (0% A or B, 719 sites); This site 30.3%.

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 19.7 | 25 |
| Readable | 0 | 25 |
| Actionable | 0 | 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/ogawacoffeeusa.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: no

Deep report: https://directindex.org/r/ogawacoffeeusa.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=ogawacoffeeusa.com&force=1