# Mulligan's Pub: Agent-Direct Score C (69.7%)

Site: https://www.mulligansnyc.com
Report: https://directindex.org/r/mulligansnyc.com
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Mulligan's Pub is partly visible to agents.

## Direct links
- Menu: https://www.mulligansnyc.com/menus/food.html
- Phone: +1-212-286-0207

## What to fix first
- **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **The server turns AI crawlers away at the door.** (+6.7 points) Live fetches as GPTBot (http_403), ClaudeBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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

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

```
# Mulligan's Pub

> bar or pub (pub) in Madison Avenue 267 10016, New York cafes and bars. Phone +1-212-286-0207.

## Book or order directly

- Menu: https://www.mulligansnyc.com/menus/food.html

## Opening hours

Mo 11:00-02:00, Tu 11:00-03:00, We-Sa 11:00-04:00, Su 12:00-02:00

## About

- Website: https://www.mulligansnyc.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.
- **Structured data present (BarOrPub).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Since the scan of 2026-10-14 (C then)
- Fixed: nothing
- New: nothing

## Where it stands
478 of 1612 in New York cafes and bars. Top 30% 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 | 98% | no |
| Publish the menu or price list as HTML | 96% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 99% | no |
| Structured data with address, phone and hours | 24% | yes |
| Have an llms.txt | 11% | no |

Nearest places with a similar menu: Slatterlys Midtown Pub (B, 287 m, https://directindex.org/r/slatterysmidtownpub.com); The Junction (C, 316 m, https://directindex.org/r/thejunctionnyc.com); Playwright Irish Pub (D, 444 m, https://directindex.org/r/playwrightirishpubnyc.com); Kevin's Pub (C, 534 m, https://directindex.org/r/kevinspubnyc.com); Croton Reservoir Tavern (A, 545 m, https://directindex.org/r/crotonnyc.com); Malone's Irish Bar & Grill (C, 556 m, https://directindex.org/r/malonesnyc.com); Maggie's Place (A, 638 m, https://directindex.org/r/maggiesnyc.com); Flying Cock (A, 659 m, https://directindex.org/r/theflyingcocknyc.com); Blue Haven (B, 670 m, https://directindex.org/r/bluehaveneast.com); Rosie Dunn's (A, 691 m, https://directindex.org/r/rosiedunns.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.

Score over 2 scans since 2026-10-14: 2026-10-14 70%, 2026-10-15 70%.

Against its peers: Sites built with Webflow 59% (26% A or B, 1920 sites); This site 69.7%.

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

## Businesses like Mulligan's Pub in New York cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York cafes and bars | 1612 | 46% | 30% | 69.7% |
| Built with Webflow in New York cafes and bars | 21 | 67% | 43% | 69.7% |

The best of Built with Webflow in New York cafes and bars: Hurley's (A 95.4%, https://directindex.org/r/hurleysnyc.com); Compagnie des Vins Surnaturels (A 90.8%, https://directindex.org/r/experimentalgroup.com); Tavern29 (A 87.7%, https://directindex.org/r/tavern29.com); Da Adriano (A 86.3%, https://directindex.org/r/daadriano.com); Bánh Voyage (B 83.8%, https://directindex.org/r/banhvoyagemontclair.com).

With the two fixes above (No booking or ordering path at all; The server turns AI crawlers away at the door) the score would be about 100%: first of 1,612 in New York cafes and bars.

## The direct record
What agents get for Mulligan's Pub, as JSON: https://directindex.org/api/direct/mulligansnyc.com
- Book: none on record
- Order: none on record
- Menu: https://www.mulligansnyc.com/menus/food.html (html_page; from the scan)
- Hours: Mo 11:00-02:00, Tu 11:00-03:00, We-Sa 11:00-04:00, Su 12:00-02:00 (from OpenStreetMap)
- Phone: +1-212-286-0207
- Stable links that count: https://directindex.org/go/mulligansnyc.com/menu
- Agents and people followed 1 direct link to this business this month (1 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 18.3 | 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/mulligansnyc.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: 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/mulligansnyc.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=mulligansnyc.com&force=1