# Roxanne's: Agent-Direct Score C (69.2%)

Site: http://www.roxannesboston.com/
Report: https://directindex.org/r/roxannesboston.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Roxanne's is partly visible to agents.
An AI assistant can open Roxanne's's website. It can read what Roxanne's offers. To book or order, it is sent to OpenTable, a marketplace.

## Direct links
- Menu: https://www.roxannesboston.com/food-menu
- Phone: +1-617-742-0306
- Address: Beacon Street 6B

## Nearby, also direct
Places near Roxanne's that take a booking or an order on their own website, with no marketplace in between.
- Carrie Nation (30 m): https://directindex.org/r/carrienationcocktailclub.com
- Rebecca's Cafe (80 m): https://directindex.org/r/rebeccasculinarygroup.com
- The Bosworth (100 m): https://directindex.org/r/thebosworthboston.com
- Tremont Tea Room (120 m): https://directindex.org/r/tremont-tearoom.com

## What to fix first
- **Booking only through opentable.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **The phone number on the site doesn't match the open map data.** The site shows 6177355227, but OpenStreetMap or Overture Maps lists +1-617-742-0306. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## Fix kit: What 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.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "BarOrPub",
  "name": "Roxanne's",
  "url": "http://www.roxannesboston.com/",
  "telephone": "+1-617-742-0306",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Beacon Street 6B"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3581795,
    "longitude": -71.0615308
  },
  "hasMenu": "https://www.roxannesboston.com/food-menu"
}
</script>
```

## 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.
- **Structured data found (LocalBusiness).** address, phone
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **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.

## Where it stands
157 of 468 in Boston cafes and bars. Top 34% of the sites scanned in this index.

| What the top 10% 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 | 96% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 28% | yes |

Nearest places in the index: Emmet's (D, 16 m, https://directindex.org/r/emmetsirishpubandrestaurant.com); 6B Lounge (D, 24 m, https://directindex.org/r/6bloungeandrestaurant.com); Carrie Nation (B, 27 m, https://directindex.org/r/carrienationcocktailclub.com); Rebecca's Cafe (A, 84 m, https://directindex.org/r/rebeccasculinarygroup.com); 21st Amendment (D, 96 m, https://directindex.org/r/21stboston.com); The Bosworth (C, 98 m, https://directindex.org/r/thebosworthboston.com); Better Sorts Social Club (D, 105 m, https://directindex.org/r/bettersortsboston.com); Beantown Pub (F, 111 m, https://directindex.org/r/beantownpub.com); Bon! (D, 118 m, https://directindex.org/r/bonspecialtycoffee.com); Tremont Tea Room (B, 123 m, https://directindex.org/r/tremont-tearoom.com).

## What assistants answer
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. Roxanne's wasn't one of them. See who was named: https://directindex.org/city/boston-cafes-bars/recommended


Compared with its peers: Sites built with Wix 53% (30% A or B, 40344 sites); Sites using OpenTable 69% (51% A or B, 5719 sites); This site 69.2%.

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

## Businesses like Roxanne's in Boston cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Boston cafes and bars | 468 | 51% | 32% | 69.2% |
| Sites built with Wix in Boston cafes and bars | 33 | 65% | 30% | 69.2% |
| Sites using OpenTable in Boston cafes and bars | 21 | 68% | 38% | 69.2% |
| Sites built with Wix and using OpenTable in Boston cafes and bars | 3 | 62% | 0% | 69.2% |

The best of the sites using OpenTable in Boston cafes and bars: dbar (A 92.3%, https://directindex.org/r/dbarboston.com); Shore Leave (A 90%, https://directindex.org/r/shoreleaveboston.com); The Bebop (A 88.8%, https://directindex.org/r/thebebopboston.com); OFFSUIT (B 84.6%, https://directindex.org/r/offsuitboston.com); Sweeney's on Boylston (B 76.5%, https://directindex.org/r/sweeneysboston.com).

With the three fixes above (Booking only through opentable; Structured data is incomplete; Almost no text without JavaScript), the score would be about 95.4%. That would be 6th of 468 in Boston cafes and bars, up from 157th.

## The direct record
What agents get for Roxanne's, as JSON: https://directindex.org/api/direct/roxannesboston.com
- Book: none on record
- Order: none on record
- Menu: https://www.roxannesboston.com/food-menu (html_page; from the scan)
- Hours: none on record
- Phone: +1-617-742-0306
- Stable links that count: https://directindex.org/go/roxannesboston.com/menu

## 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): yes
- 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: 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. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms

Found one hop past the home page: menu page /food-menu: almost no text without JavaScript.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 23 | 25 |
| Readable | 19 | 25 |
| Actionable | 3 | 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/roxannesboston.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: yes
- 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

Keep watching this business (https://directindex.org/r/roxannesboston.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/roxannesboston.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=roxannesboston.com&force=1