# Sally O'Brien's Bar and Grill: Agent-Direct Score B (82.5%)

Site: https://www.sallyobriensbar.com/
Report: https://directindex.org/r/sallyobriensbar.com
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Sally O'Brien's Bar and Grill is mostly ready for agents.

## Direct links
- Book directly: https://www.sallyobriensbar.com/booking/ (on the business's own site)
- Order directly: https://getbento.com/?utm_source=header&utm_campaign=sallyobriensbar.com (through bentobox acting for the business)
- Menu: https://www.sallyobriensbar.com/menus/
- Phone: 617-666-3589

## What to fix first
- **Structured data is incomplete.** (+3 points) Missing: opening hours. 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": "BarOrPub",
  "name": "Sally O'Brien's Bar and Grill",
  "url": "https://www.sallyobriensbar.com/",
  "telephone": "617-666-3589",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3807333,
    "longitude": -71.0979317
  },
  "acceptsReservations": "https://www.sallyobriensbar.com/booking/",
  "hasMenu": "https://www.sallyobriensbar.com/menus/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.sallyobriensbar.com/booking/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://getbento.com/?utm_source=header&amp;utm_campaign=sallyobriensbar.com",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Sally O'Brien's Bar and Grill

> bar or pub in Boston cafes and bars. Phone 617-666-3589.

## Book or order directly

- Book: https://www.sallyobriensbar.com/booking/ (on the business's own site)
- Order: https://getbento.com/?utm_source=header&amp;utm_campaign=sallyobriensbar.com (through bentobox acting for the business)
- Menu: https://www.sallyobriensbar.com/menus/

## About

- Website: https://www.sallyobriensbar.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 (FoodEstablishment).** address, phone
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.
- **Ordering through bentobox on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
42 of 249 in Boston cafes and bars. Top 17% 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 | 100% | yes |
| Publish the menu or price list as HTML | 92% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 28% | no |
| Have an llms.txt | 8% | no |

Nearest places in the index: Bloc (B, 91 m, https://directindex.org/r/blocsomerville.com); Backbar (B, 292 m, https://directindex.org/r/backbarunion.com); Komugi Bakery & Cafe (F, 487 m, https://directindex.org/r/bakerycafekomugi.com); The Druid (C, 797 m, https://directindex.org/r/druidpub.com); bōm dough (B, 801 m, https://directindex.org/r/bomdough.com); An Sibin (B, 820 m, https://directindex.org/r/ansibin.net); Broadsheet Coffee Roasters (B, 831 m, https://directindex.org/r/broadsheetcoffee.com); New Republik (C, 850 m, https://directindex.org/r/newrepublikbar.com); Zuzu's Petals (D, 867 m, https://directindex.org/r/zuzuspetalscambridge.com); Remnant Brewing Satellite (C, 1044 m, https://directindex.org/r/remnantsomerville.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 BentoBox 84% (96% A or B, 911 sites); Sites using BentoBox 83% (93% A or B, 343 sites); This site 82.5%.

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

## Businesses like Sally O'Brien's Bar and Grill in Boston cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Boston cafes and bars | 249 | 55% | 37% | 82.5% |
| Built with BentoBox in Boston cafes and bars | 18 | 85% | 100% | 82.5% |
| Using BentoBox in Boston cafes and bars | 6 | 80% | 100% | 82.5% |
| Built with BentoBox and using BentoBox in Boston cafes and bars | 6 | 80% | 100% | 82.5% |

The best of Built with BentoBox and using BentoBox in Boston cafes and bars: Mariposa Bakery (A 90%, https://directindex.org/r/mariposabakery.com); The Corner Tavern (A 86.3%, https://directindex.org/r/thecornerboston.com); Sólás Irish Pub (B 76.9%, https://directindex.org/r/thebriargroup.com); Stanza dei Sigari (B 72.3%, https://directindex.org/r/stanzadeisigari.com); The Last Drop (B 72.3%, https://directindex.org/r/lastdropboston.com).

With the fix above (Structured data is incomplete) the score would be about 86.3%: 23rd of 249 in Boston cafes and bars, up from 42nd.

## The direct record
What agents get for Sally O'Brien's Bar and Grill, as JSON: https://directindex.org/api/direct/sallyobriensbar.com
- Book: https://www.sallyobriensbar.com/booking/ (own site; could not verify: partial (2026-10-14))
- Order: https://getbento.com/?utm_source=header&amp;utm_campaign=sallyobriensbar.com (vendor on own site: BentoBox; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.sallyobriensbar.com/menus/ (html_page; from the scan)
- Hours: none on record
- Phone: 617-666-3589
- Stable links that count: https://directindex.org/go/sallyobriensbar.com/book, https://directindex.org/go/sallyobriensbar.com/order, https://directindex.org/go/sallyobriensbar.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): 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 | 19 | 25 |
| Actionable | 22 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/sallyobriensbar.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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/sallyobriensbar.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=sallyobriensbar.com&force=1