The Direct Index
Report · Boston cafes and bars · scanned 2026-10-23

The Bosworth

thebosworthboston.com is partly visible to agents.

Listed by Overture Maps.

BookMenuCallWebsite

Ways to reach The Bosworth directly, with no marketplace in between. Checked 2026-10-23. Through opentable acting for the business. Report a mistake

90 Tremont St, 02108-4101, Boston · +16177725834

Nearby, also direct

Places near The Bosworth that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

An AI assistant can open The Bosworth's website. It can read what The Bosworth offers. It finds a way to book or order directly, through OpenTable.

66.2%

43 of 65 points available

1/5

agent-readiness level, Basic Web Presence

2

things to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

The assistants were asked 12 everyday questions about Boston cafes and bars and named 53 places. The Bosworth wasn't one of them. See who was named →

Where it stands

How The Bosworth compares

Where it stands

181 of 470 in Boston cafes and bars

Top 39% of the sites scanned in this index. Just above: Sheesha Lounge C, TEMPO C. Just below: The Hong Kong C, The Well C.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain96%yes
Publish the menu or price list as HTML96%yes
Let AI crawlers in (no block at the server or in robots.txt)98%yes
Structured data with address, phone and hours46%no
Have an llms.txt27%no

The top 10% are the 48 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites using OpenTable 3,121 sites65%38%66.2%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Better Sorts Social Club16 mDno
Beantown Pub20 mFno
Tremont Tea Room29 mByes
6B Lounge87 mDno
Roxanne's98 mCno
VERSUS101 mAyes
haley.henry seafood103 mBno
Emmet's104 mDno
Thirst Juice Co.107 mFno
Hub Pub108 mFno
Businesses like yours

Businesses like The Bosworth in Boston cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Boston cafes and bars47051%32%66.2%
Sites using OpenTable in Boston cafes and bars2168%38%66.2%

The best of the sites using OpenTable in Boston cafes and bars

dbar A 92.3% · Shore Leave A 90% · The Bebop A 88.8% · OFFSUIT B 84.6% · Sweeney's on Boylston B 76.5%

After the top fixes

With the fix above (No structured data for the business), the score would be about 87.7%. That would be 32nd of 470 in Boston cafes and bars, up from 181st.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. No structured data for the business +14 points

    Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it

  2. No llms.txt no points, but worth doing

    Optional for now and cheap to add. It's a short text file that describes the business for language models. How to fix it

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Boston cafes and bars. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in No rule blocks the main AI user agents.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • Menu or price list is an HTML page Agents can read the items and prices.
  • Booking through opentable on your own domain There's no marketplace commission, and the customer stays yours.
  • OpenTable works with agents through its partners OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Terms read on 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

Builder: unknown · menu page /menu: booking via opentable

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on your builder.

Show the code to paste

Structured data (JSON-LD)

Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "The Bosworth",
  "url": "https://thebosworthboston.com/",
  "telephone": "+16177725834",
  "address": "90 Tremont St, 02108-4101, Boston",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.35742251255756,
    "longitude": -71.06092488284857
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.opentable.com/widget/reservation/loader?rid=1055065&type=standard&theme=wide&color=3&iframe=true&domain=com&lang=en-US&newtab=false&ot_source=Restaurant%20website",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>

llms.txt

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

# The Bosworth

> local business in 90 Tremont St, 02108-4101, Boston, Boston cafes and bars. Phone +16177725834.

## Book or order directly

- Book: https://www.opentable.com/widget/reservation/loader?rid=1055065&type=standard&theme=wide&color=3&iframe=true&domain=com&lang=en-US&newtab=false&ot_source=Restaurant%20website (through opentable acting for the business)
- Menu: https://thebosworthboston.com/menu

## About

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

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

· Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.

Show the score

Owners who score well put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score C

<a href="https://directindex.org/r/thebosworthboston.com"><img src="https://directindex.org/badge/thebosworthboston.com.svg" alt="Agent-Direct Score C" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for The Bosworth

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

PathLinkStatus
Bookwww.opentable.com/widget/reservation/loader?rid=1055065&type vendor on own site: OpenTablefound by the scan of 2026-10-23, not yet tested
Ordernone on record
Menuthebosworthboston.com/menu html_pagefrom the scan
Hoursnone on record
Phone+16177725834

Stable links that count: /go/thebosworthboston.com/book, /go/thebosworthboston.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
no
ACP discovery document
/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol
no
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
no
Vendor terms for agents
OpenTable, read 2026-10-15
Through partners

OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Source. About OpenTable · all vendors.

Found one hop past the home page: menu page /menu: booking via opentable.

Agent readiness

Level 1 of 5, Basic Web Presence

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward 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 businessno