# The Leinster | Irish Pub: Agent-Direct Score B (80%)

Site: https://www.theleinstermiami.com/
Report: https://directindex.org/r/theleinstermiami.com
Scanned: 2026-10-17 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
The Leinster | Irish Pub is mostly ready for agents.
An AI assistant can open The Leinster | Irish Pub's website. It can read what The Leinster | Irish Pub offers. It finds a phone number, but no link to book or order online.

## Direct links
- Menu: https://theleinstermiami.com/menu.html
- Phone: +17869378122

## What to fix first
- Prices: 23 prices on the site, the middle one $16.00

## What the site tells visitors (Measured, not scored)
- **23 prices on the landing page, the middle one $16.00.** In Miami, the middle price of comparable sites that show prices is $20.00.

- **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website

## 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.

## Where it stands
108 of 823 in Miami cafes and bars. Top 13% 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% | no |
| Publish the menu or price list as HTML | 88% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 49% | yes |
| Have an llms.txt | 22% | yes |

Nearest places in the index: Natura Eatery (F, 23 m, https://directindex.org/r/expireddomains.com); Kaona Room (A, 28 m, https://directindex.org/r/kaonaroom.com); Aroma Espresso Bar (F, 29 m, https://directindex.org/r/aroma.us); Vice City Bean (B, 177 m, https://directindex.org/r/vicecitybean.com); Acai Miami (F, 290 m, https://directindex.org/r/acaifruitsmiami.com); Shelife Events (C, 309 m, https://directindex.org/r/eventbrite.com); Tomorrowland Miami (A, 348 m, https://directindex.org/r/tomorrowlandmiami.com); Blends Nutrition (B, 384 m, https://directindex.org/r/blendsnutritionmiami.com); 1601 Lobby Lounge (F, 396 m, https://directindex.org/r/hilton.com); The Café At Books & Books (F, 441 m, https://directindex.org/r/booksandbooks.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.


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

## Businesses like The Leinster | Irish Pub in Miami cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami cafes and bars | 823 | 44% | 22% | 80% |

The best of the businesses of the same kind in Miami cafes and bars: Bottled Blonde Miami (A 100%, https://directindex.org/r/bottledblondescottsdale.com); Elevar Wynwood (A 100%, https://directindex.org/r/elevarwynwood.com); Gala Restaurant & Muse Bar (A 100%, https://directindex.org/r/galaandmusebar.com); Ghee Indian Kitchen (A 100%, https://directindex.org/r/gheeindiankitchen.com); Healthy & Happy Cafe (A 100%, https://directindex.org/r/healthyandhappycafe.com).

With the fix above (No booking or ordering link on the website), the score would be about 100%, which would be first of 823 in Miami cafes and bars.

## The direct record
What agents get for The Leinster | Irish Pub, as JSON: https://directindex.org/api/direct/theleinstermiami.com
- Book: none on record
- Order: none on record
- Menu: https://theleinstermiami.com/menu.html (html_page; from the scan)
- Hours: none on record
- Phone: +17869378122
- Stable links that count: https://directindex.org/go/theleinstermiami.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

Found one hop past the home page: menu page /menu.html: 107 menu items in JSON-LD.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 2 | 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/theleinstermiami.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/theleinstermiami.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/theleinstermiami.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=theleinstermiami.com&force=1