# The Lansdowne Pub: Agent-Direct Score B (80%)

Site: https://www.lansdownepubboston.com/
Report: https://directindex.org/r/lansdownepubboston.com
Scanned: 2026-10-14 (provisional: the assistant citation check pending)
The Lansdowne Pub is mostly ready for agents.

## What to fix first
- **Booking only through resy.** Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website

## 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 (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering through doordash_storefront on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
Rank 46 of 271 in Boston cafes and bars (top 17%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 93% | yes |
| Publish the menu or price list as HTML | 93% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 36% | yes |
| Have an llms.txt | 7% | yes |

Nearest places in the index: Bill's Bar (B, 21 m, https://directindex.org/r/billsbarboston.com); Cheeky Monkey Brewing Co. (B, 36 m, https://directindex.org/r/luckystrikeent.com); Loretta's Last Call (A, 51 m, https://directindex.org/r/lorettaslastcall.com); Bleacher Bar (B, 133 m, https://directindex.org/r/bleacherbarboston.com); The Kenmore (A, 172 m, https://directindex.org/r/thekenmorebar.com); The Deck on Lansdowne (F, 192 m, https://directindex.org/r/houseofblues.com); Cornwall's (C, 231 m, https://directindex.org/r/cornwalls.com); Cask 'n Flagon (C, 250 m, https://directindex.org/r/casknflagon.com); SOJUba (B, 251 m, https://directindex.org/r/sojubaboston.com); Game On! (C, 276 m, https://directindex.org/r/gameonboston.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 22 | 25 |
| actionable | 17 | 30 |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/lansdownepubboston.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

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=lansdownepubboston.com&force=1