The Direct Index
Report · Boston cafes and bars · scanned 2026-10-14

Shojo

shojoboston.com is ready for agents.

Book directly: www.shojoboston.com/reservations on the business's own site · Order directly: order.toasttab.com/online/shojo through toast acting for the business · Menu: www.shojoboston.com/food-menu

See what an AI agent reads on this site →

A
95%

76 of 80 points available

1/5

agent-readiness level, Basic Web Presence

2

things to fix

Action test, 2026-10-14: completed, an agent can reach the step before confirming. A OpenTable widget renders on the page and can be used without a login.

Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.

Findings

What to fix first

  1. Structured data is incomplete +1 points

    Missing: telephone. How to fix it

  2. 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 Boston cafes and bars. List your agency or yourself: free, reviewed by hand.

Already right

Builder: squarespace · Front: cloudflare

Fix kit

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.

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": "BarOrPub",
  "name": "Shojo",
  "url": "https://www.shojoboston.com/",
  "telephone": "+1 617-482-8887",
  "email": "contact@shojoboston.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Tyler Street 9A",
    "postalCode": "02111",
    "addressLocality": "Boston"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3510738,
    "longitude": -71.0607399
  },
  "openingHours": "Tu-Th 11:30-23:00; Fr-Sa 11:30-00:00; Su-Mo 16:00-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "11:30",
      "closes": "23:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "11:30",
      "closes": "00:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday",
        "Monday"
      ],
      "opens": "16:00",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "asian"
  ],
  "acceptsReservations": "https://www.shojoboston.com/reservations",
  "hasMenu": "https://www.shojoboston.com/food-menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.shojoboston.com/reservations",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.toasttab.com/online/shojo",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# Shojo

> bar or pub (asian) in Tyler Street 9A 02111 Boston, Boston cafes and bars. Phone +1 617-482-8887.

## Book or order directly

- Book: https://www.shojoboston.com/reservations (on the business's own site)
- Order: https://order.toasttab.com/online/shojo (through toast acting for the business)
- Menu: https://www.shojoboston.com/food-menu

## Opening hours

Tu-Th 11:30-23:00; Fr-Sa 11:30-00:00; Su-Mo 16:00-22:00

## About

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

5 of 249 in Boston cafes and bars

Top 2% of the sites scanned in this index. Just above: Caffé Ducali A, Comfort Kitchen A. Just below: A Sanctuary Cafe A, Knight Moves Cafe A.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML92%yes
Let AI crawlers in (no edge block, no robots.txt block)100%yes
Structured data with address, phone and hours28%no
Have an llms.txt8%no

The top tenth is the 25 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with Squarespace 7,098 sites65%48%95%
Sites using Toast 1,884 sites74%63%95%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Tea-Do bubble_tea19 mFno
Tiger Sugar bubble_tea26 mFno
OneZo Tapioca bubble_tea70 mFno
Cafe Darq bubble_tea, ice_cream88 mDno
Tbaar bubble_tea92 mFno
The Corner Pub196 mBno
OFFSUIT244 mCno
Good Life288 mAyes
Café Bonjour french, breakfast, brunch436 mDyes
Tavern In The Square465 mByes
Businesses like yours

Businesses like Shojo in Boston cafes and bars

GroupSitesAvg scoreA or BThis site
Same kind in Boston cafes and bars24955%37%95%
Built with Squarespace in Boston cafes and bars5374%57%95%
Using Toast in Boston cafes and bars4373%58%95%
Built with Squarespace and using Toast in Boston cafes and bars2077%70%95%

The best of Built with Squarespace and using Toast in Boston cafes and bars

Brassica Kitchen + Cafe A 95% · Caffé Ducali A 95% · Cafe Beatrice A 90% · Circus Cooperative Cafe A 88.8% · The Bebop A 88.8%

The climb

With the fix above (Structured data is incomplete) the score would be about 96.3%: first of 249 in Boston cafes and bars.

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 direct record

What agents get for Shojo

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/shojoboston.com, through the MCP tool direct_record and in the city feed /city/boston-cafes-bars/direct.json.

PathLinkStatus
Bookwww.shojoboston.com/reservations own siteverified direct, 2026-10-14
Orderorder.toasttab.com/online/shojo vendor on own site: Toastfound by the scan of 2026-10-14, not yet tested
Menuwww.shojoboston.com/food-menu html_pagefrom the scan
HoursTu-Th 11:30-23:00; Fr-Sa 11:30-00:00; Su-Mo 16:00-22:00 (closed now)from OpenStreetMap
Phone+1 617-482-8887

Stable links that count: /go/shojoboston.com/book, /go/shojoboston.com/order, /go/shojoboston.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.

Transactable

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

Not measured at this scan; the next scan measures it.

The next scan also reads the contact, menu and booking pages one hop deeper; facts found there can change the score.

Agent readiness

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 homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessyes
Assistants

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.

Badge

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score A

<a href="https://directindex.org/r/shojoboston.com"><img src="https://directindex.org/badge/shojoboston.com.svg" alt="Agent-Direct Score A" width="236" height="40"></a>
Owners

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

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
One email, the fixes and the link; nothing stored.