# Hunters Kitchen & Bar: Agent-Direct Score A (95.4%)

Site: http://hunterssouthboston.com/
Report: https://directindex.org/r/hunterssouthboston.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.)
Hunters Kitchen & Bar is ready for agents.
An AI assistant can open Hunters Kitchen & Bar's website. It can read what Hunters Kitchen & Bar offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.hunterssouthboston.com/reservations/ (on the business's own site)
- Order directly: https://order.online/business/~933444 (through doordash_storefront acting for the business)
- Menu: https://www.hunterssouthboston.com/menus/
- Phone: +16172214200
- Address: 110 Dorchester St, 02127, Boston

## Nearby, also direct
Places near Hunters Kitchen & Bar that take a booking or an order on their own website, with no marketplace in between.
- Fat Baby (20 m): https://directindex.org/r/fatbabysouthboston.com
- Dumpling Daughter (60 m): https://directindex.org/r/dumplingdaughter.com
- South (90 m): https://directindex.org/r/southkitchenbar.com
- Land of Pizza (120 m): https://directindex.org/r/landofpizzasouthie.com
- Capo (130 m): https://directindex.org/r/caposouthboston.com

## 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, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## 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": "FoodEstablishment",
  "name": "Hunters Kitchen & Bar",
  "url": "http://hunterssouthboston.com/",
  "telephone": "+16172214200",
  "address": "110 Dorchester St, 02127, Boston",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3351989,
    "longitude": -71.04601611
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.hunterssouthboston.com/reservations/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.online/business/~933444",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Hunters Kitchen & Bar

> food establishment (southern american) in 110 Dorchester St, 02127, Boston, Boston. Phone +16172214200.

## Book or order directly

- Book: https://www.hunterssouthboston.com/reservations/ (on the business's own site)
- Order: https://order.online/business/~933444 (through doordash_storefront acting for the business)
- Menu: https://www.hunterssouthboston.com/menus/

## About

- Website: http://hunterssouthboston.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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (FoodEstablishment).** address, phone
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering through doordash_storefront on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
56 of 1475 in Boston. Top 4% 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 | 100% | yes |
| Publish the menu or price list as HTML | 99% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 57% | no |
| Have an llms.txt | 32% | no |

Nearest places in the index: Fat Baby (B, 21 m, https://directindex.org/r/fatbabysouthboston.com); McGoo's Pizzeria (C, 30 m, https://directindex.org/r/mcgoospizzamenu.com); Dumpling Daughter (C, 57 m, https://directindex.org/r/dumplingdaughter.com); South (A, 87 m, https://directindex.org/r/southkitchenbar.com); Land of Pizza (C, 118 m, https://directindex.org/r/landofpizzasouthie.com); Capo (A, 131 m, https://directindex.org/r/caposouthboston.com); Dalia Boston (B, 170 m, https://directindex.org/r/daliaboston.com); Lincoln Tavern & Restaurant (A, 180 m, https://directindex.org/r/lincolnsouthboston.com); Rainbow Dragon Restaurant (A, 202 m, https://directindex.org/r/panasiarestaurant.com); Broadway Restaurant Group Llc (F, 203 m, https://directindex.org/r/b-restaurants.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 and named 59 places. Hunters Kitchen & Bar wasn't one of them. See who was named: https://directindex.org/city/boston/recommended


Compared with its peers: Sites built with BentoBox 80% (86% A or B, 2383 sites); Sites using DoorDash Storefront 71% (57% A or B, 2937 sites); This site 95.4%.

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

## Businesses like Hunters Kitchen & Bar in Boston

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Boston | 1475 | 54% | 37% | 95.4% |
| Sites built with BentoBox in Boston | 97 | 85% | 95% | 95.4% |
| Sites using DoorDash Storefront in Boston | 60 | 77% | 65% | 95.4% |
| Sites built with BentoBox and using DoorDash Storefront in Boston | 7 | 87% | 100% | 95.4% |

The best of the sites built with BentoBox and using DoorDash Storefront in Boston: Capo (A 90.8%, https://directindex.org/r/caposouthboston.com); City Tap House (A 87.7%, https://directindex.org/r/citytap.com); Loco Taqueria & Oyster Bar (A 87.7%, https://directindex.org/r/locotacoshops.com); Row 34 (A 86.2%, https://directindex.org/r/row34.com); Fat Baby (B 83.1%, https://directindex.org/r/fatbabysouthboston.com).

With the fix above (Structured data is incomplete), the score would be about 100%, which would be first of 1,475 in Boston.

## The direct record
What agents get for Hunters Kitchen & Bar, as JSON: https://directindex.org/api/direct/hunterssouthboston.com
- Book: https://www.hunterssouthboston.com/reservations/ (own site; found by the scan of 2026-10-23, not yet tested)
- Order: https://order.online/business/~933444 (vendor on own site: DoorDash Storefront; found by the scan of 2026-10-23, not yet tested)
- Menu: https://www.hunterssouthboston.com/menus/ (html_page; from the scan)
- Hours: none on record
- Phone: +16172214200
- Stable links that count: https://directindex.org/go/hunterssouthboston.com/book, https://directindex.org/go/hunterssouthboston.com/order, https://directindex.org/go/hunterssouthboston.com/menu
- Agents and people followed 4 direct links to this business this month (4 by AI agents).

## 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): 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

Found one hop past the home page: menu page /menus/: menu schema; booking page /reservations/: ordering via doordash.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 15 | 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/hunterssouthboston.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

Keep watching this business (https://directindex.org/r/hunterssouthboston.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/hunterssouthboston.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=hunterssouthboston.com&force=1