# PJ Brady's Bar & Restaurant: Agent-Direct Score B (70.8%)

Site: https://www.pjbradysmenu.com/?utm_source=organic_bing&utm_medium=bing_pw
Report: https://directindex.org/r/pjbradysmenu.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.)
PJ Brady's Bar & Restaurant is mostly ready for agents.
An AI assistant can open PJ Brady's Bar & Restaurant's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to Slice, a marketplace.

## Direct links
- Phone: 7189313250
- Address: 3201 Philip Ave, 10465, Bronx
- Prices: 190 prices on the site, the middle one $16.73

## Nearby, also direct
Places near PJ Brady's Bar & Restaurant that take a booking or an order on their own website, with no marketplace in between.
- Tarte Bakes & Coffee Shop (1.8 km): https://directindex.org/r/tartebakes.com
- Daisy's Juice Bar & Café (2.7 km): https://directindex.org/r/daisyjuicebar.com

## What to fix first
- **Ordering only through slice.** (+12 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
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **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

## What the site tells visitors (Measured, not scored)
- **190 prices on the landing page, the middle one $16.73.** In New York, the middle price of comparable sites that show prices is $15.00.

## Fix kit: What to paste

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

```
# PJ Brady's Bar & Restaurant

> restaurant in 3201 Philip Ave, 10465, Bronx, New York cafes and bars. Phone 7189313250.

## About

- Website: https://www.pjbradysmenu.com/?utm_source=organic_bing&utm_medium=bing_pw
- 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 (Restaurant).** address, phone, opening hours

## Where it stands
1053 of 4076 in New York cafes and bars. Top 26% 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 | 97% | no |
| Publish the menu or price list as HTML | 95% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 36% | yes |
| Have an llms.txt | 22% | no |

Nearest places in the index: Brew Coffee House (F, 18 m, https://directindex.org/r/thebrewcoffeehouse.com); The Miles Coffee Bar (D, 1248 m, https://directindex.org/r/themilescoffeebar.com); Tosca Rooftop Garden Bar (F, 1292 m, https://directindex.org/r/toscamarquee.com); Bridges Bar (F, 1327 m, https://directindex.org/r/bridgesbar.com); Sundays Off Cafe (C, 1640 m, https://directindex.org/r/sundaysoffcafe.com); Tarte Bakes & Coffee Shop (A, 1789 m, https://directindex.org/r/tartebakes.com); Daisy's Juice Bar & Café (B, 2689 m, https://directindex.org/r/daisyjuicebar.com); Juices For Life (F, 2692 m, https://directindex.org/r/juicesforlifeny.com); The Way Cafe (F, 2725 m, https://directindex.org/r/theway.cafe); Juice Rite (F, 2824 m, https://directindex.org/r/juiceritebronx.net).

## 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.


Compared with its peers: Sites using Slice 69% (87% A or B, 473 sites); This site 70.8%.

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

## Businesses like PJ Brady's Bar & Restaurant in New York cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York cafes and bars | 4076 | 48% | 26% | 70.8% |
| Sites using Slice in New York cafes and bars | 5 | 65% | 60% | 70.8% |

The best of the sites using Slice in New York cafes and bars: Miranda Cafe (B 70.8%, https://directindex.org/r/mirandacafe.com); OH! Bagel (B 70.8%, https://directindex.org/r/ohbagelcafe.com); Brickyard Craft Kitchen and Bar (C 66.2%, https://directindex.org/r/brickyardbarnyc.com); Safir Bakery & Cafe (D 46.2%, https://directindex.org/r/safirbakery.com).

With the two fixes above (Ordering only through slice; No menu or price list found), the score would be about 100%, which would be first of 4,076 in New York cafes and bars.

## The direct record
What agents get for PJ Brady's Bar & Restaurant, as JSON: https://directindex.org/api/direct/pjbradysmenu.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 7189313250

## 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, Slice: 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 | 18 | 25 |
| Actionable | 3 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/pjbradysmenu.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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/pjbradysmenu.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/pjbradysmenu.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=pjbradysmenu.com&force=1