# The Ragtrader Bo Peep NYC: Agent-Direct Score A (86.2%)

Site: https://www.ragtradernyc.com/
Report: https://directindex.org/r/ragtradernyc.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.)
The Ragtrader Bo Peep NYC is ready for agents.
An AI assistant can open The Ragtrader Bo Peep NYC's website. It can read what The Ragtrader Bo Peep NYC offers. It finds a way to book or order directly, through app.tablz.com.

## Direct links
- Menu: https://www.ragtradernyc.com/menus/ragtrader/
- Phone: +19172615495
- Address: 70 W 36th St., 10018, New York
- Its menu mentions: vegan options, vegetarian dishes

## Nearby, also direct
Places near The Ragtrader Bo Peep NYC that take a booking or an order on their own website, with no marketplace in between.
- McGettigan's NYC (10 m): https://directindex.org/r/mcgettigans.com
- The Keg Room (20 m): https://directindex.org/r/thekegroom.nyc
- Den Social Cafe (30 m): https://directindex.org/r/densocial.com
- Monarch Rooftop (60 m): https://directindex.org/r/monarchrooftop.com
- The Liberty Nyc (110 m): https://directindex.org/r/thelibertynyc.com

## What to fix first
- **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Ordering only through grubhub.** (+9 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 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

## Fix kit: What to paste

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

```
# The Ragtrader Bo Peep NYC

> food establishment in 70 W 36th St., 10018, New York, New York cafes and bars. Phone +19172615495.

## Book or order directly

- Menu: https://www.ragtradernyc.com/menus/ragtrader/

## About

- Website: https://www.ragtradernyc.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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (FoodEstablishment).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
356 of 4076 in New York cafes and bars. Top 9% 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% | yes |
| 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: McGettigan's NYC (C, 8 m, https://directindex.org/r/mcgettigans.com); The Keg Room (A, 22 m, https://directindex.org/r/thekegroom.nyc); Den Social Cafe (B, 29 m, https://directindex.org/r/densocial.com); Monarch Rooftop (A, 56 m, https://directindex.org/r/monarchrooftop.com); SkyLawn Bar (C, 88 m, https://directindex.org/r/nycskylawn.com); Aura D’Or  (D, 99 m, https://directindex.org/r/auradorny.com); The Liberty Nyc (A, 109 m, https://directindex.org/r/thelibertynyc.com); Playwright Irish Pub (F, 123 m, https://directindex.org/r/playwrightirishpubnyc.com); Top of the strand (B, 135 m, https://directindex.org/r/topofthestrand.com); Capital One Café (F, 141 m, https://directindex.org/r/capitalone.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.


Compared with its peers: Sites built with BentoBox 80% (86% A or B, 2256 sites); Sites using Grubhub 66% (52% A or B, 514 sites); This site 86.2%.

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

## Businesses like The Ragtrader Bo Peep NYC 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% | 86.2% |
| Sites built with BentoBox in New York cafes and bars | 234 | 80% | 82% | 86.2% |
| Sites using Grubhub in New York cafes and bars | 59 | 69% | 59% | 86.2% |
| Sites built with BentoBox and using Grubhub in New York cafes and bars | 8 | 76% | 100% | 86.2% |

The best of the sites built with BentoBox and using Grubhub in New York cafes and bars: The Half Pint (B 76.9%, https://directindex.org/r/thehalfpint.com); The Horny Ram (B 76.9%, https://directindex.org/r/thehornyramnyc.com); White Oak Tavern (B 76.9%, https://directindex.org/r/whiteoakny.com); Amity Hall (B 73.8%, https://directindex.org/r/amityhallnyc.com); Flying Cock (B 72.3%, https://directindex.org/r/theflyingcocknyc.com).

With the two fixes above (Booking through an unrecognised third party; Ordering only through grubhub), 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 The Ragtrader Bo Peep NYC, as JSON: https://directindex.org/api/direct/ragtradernyc.com
- Book: none on record
- Order: none on record
- Menu: https://www.ragtradernyc.com/menus/ragtrader/ (html_page; from the scan)
- Hours: none on record
- Phone: +19172615495
- Stable links that count: https://directindex.org/go/ragtradernyc.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 /menus/ragtrader/: menu schema.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 6 | 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/ragtradernyc.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: 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/ragtradernyc.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/ragtradernyc.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=ragtradernyc.com&force=1