# Landmark Public House: Agent-Direct Score A (87.7%)

Site: http://www.landmarkpublichouse.com/
Report: https://directindex.org/r/landmarkpublichouse.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.)
Landmark Public House is ready for agents.
An AI assistant can open Landmark Public House's website. It can read what Landmark Public House offers. It finds a way to book or order directly, through SpotOn.

## Direct links
- Book directly: https://order.spoton.com/patp-landmark-public-house-20418/dorchester-center-ma/66a9563bf4416710ce381653 (through spoton acting for the business)
- Menu: https://www.landmarkpublichouse.com/menu
- Phone: (617) 982-3000
- Its menu mentions: vegetarian dishes

## Nearby, also direct
Places near Landmark Public House that take a booking or an order on their own website, with no marketplace in between.
- Molinari's (40 m): https://directindex.org/r/molinarispizzeria.com
- Chubbs Taco & Tequila Bar (60 m): https://directindex.org/r/chubbstacos.com
- Lucy's American Tavern (130 m): https://directindex.org/r/lucysamericantavern.com
- Ashmont Deli (530 m): https://directindex.org/r/ashmontmarket.com
- Tavolo (750 m): https://directindex.org/r/tavolodotave.com

## What to fix first
- **Ordering only through doordash.** (+5 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/online-ordering-without-delivery-apps

## 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 (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through spoton on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
174 of 1416 in Boston. Top 12% 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 | 58% | yes |
| Have an llms.txt | 33% | yes |

Nearest places in the index: Blasi's Kitchen and Bar (D, 31 m, https://directindex.org/r/blasiskitchenandbar.com); Molinari's (B, 35 m, https://directindex.org/r/molinarispizzeria.com); Chubbs Taco & Tequila Bar (A, 62 m, https://directindex.org/r/chubbstacos.com); Lucy's American Tavern (B, 128 m, https://directindex.org/r/lucysamericantavern.com); Five Star Pizza (A, 401 m, https://directindex.org/r/fivestarpizzatogo.com); Ashmont Deli (C, 531 m, https://directindex.org/r/ashmontmarket.com); Tavolo (B, 748 m, https://directindex.org/r/tavolodotave.com); Dimitrios House Of Pizza (F, 967 m, https://directindex.org/r/dimitriospizza.com); Charlie's House of Pizza (C, 1013 m, https://directindex.org/r/charliespizzadorchester.com); Via Cannuccia (B, 1037 m, https://directindex.org/r/viacannuccia.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 63 places. Landmark Public House wasn't one of them. See who was named: https://directindex.org/city/boston/recommended


Compared with its peers: Sites built with Duda 43% (10% A or B, 2300 sites); Sites using SpotOn 70% (36% A or B, 440 sites); Sites using DoorDash 60% (34% A or B, 336 sites); This site 87.7%.

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

## Businesses like Landmark Public House in Boston

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Boston | 1416 | 53% | 37% | 87.7% |
| Sites built with Duda in Boston | 7 | 69% | 57% | 87.7% |
| Sites using SpotOn in Boston | 35 | 79% | 71% | 87.7% |
| Sites built with Duda and using SpotOn in Boston | 1 | 88% | 100% | 87.7% |

The best of the sites using SpotOn in Boston: Bab Al-Yemen (A 95.4%, https://directindex.org/r/babalyemenboston.com); Boston Kitchen Pizza (A 95.4%, https://directindex.org/r/bostonkitchenpizza.com); D'guru Restaurant (A 95.4%, https://directindex.org/r/guruthecaterer.com); Gangnam Spice (A 95.4%, https://directindex.org/r/gangnamspice.com); Rainbow Dragon Restaurant (A 95.4%, https://directindex.org/r/panasiarestaurant.com).

With the fix above (Ordering only through doordash), the score would be about 95.4%. That would be 42nd of 1,416 in Boston, up from 174th.

## The direct record
What agents get for Landmark Public House, as JSON: https://directindex.org/api/direct/landmarkpublichouse.com
- Book: https://order.spoton.com/patp-landmark-public-house-20418/dorchester-center-ma/66a9563bf4416710ce381653 (vendor on own site: SpotOn; found by the scan of 2026-10-23, not yet tested)
- Order: none on record
- Menu: https://www.landmarkpublichouse.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: (617) 982-3000
- Stable links that count: https://directindex.org/go/landmarkpublichouse.com/book, https://directindex.org/go/landmarkpublichouse.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): 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, SpotOn: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 10 | 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/landmarkpublichouse.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: yes
- 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/landmarkpublichouse.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/landmarkpublichouse.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=landmarkpublichouse.com&force=1