# Tara Rose: Agent-Direct Score A (87.7%)

Site: https://tararosenyc.com
Report: https://directindex.org/r/tararosenyc.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Tara Rose is ready for agents.

## Direct links
- Order directly: https://getbento.com/?utm_source=header&utm_campaign=tararosenyc.com (through bentobox acting for the business)
- Menu: https://www.tararosenyc.com/menus/
- Phone: +1-929-602-5983

## What to fix first
- **Booking only through resy.** (+5 points) 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
- **BentoBox's terms do not allow agents; a direct form on your own site would.** (+5 points) BentoBox's terms of service (5 January 2023) say you will not use automated means, including spiders, robots, crawlers or data mining tools, except search engines; no agent programme was found. Read 2026-10-15: https://getbento.com/terms. An agent that books or orders there acts against the vendor's terms; a form or booking page on your own domain has no such limit. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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.

```
# Tara Rose

> restaurant (pub, american, irish, brunch) in New York. Phone +1-929-602-5983.

## Book or order directly

- Order: https://getbento.com/?utm_source=header&utm_campaign=tararosenyc.com (through bentobox acting for the business)
- Menu: https://www.tararosenyc.com/menus/

## Opening hours

Mo 12:00-01:00, Tu-Th 12:00-02:00, Fr 12:00-03:00, Sa 10:00-03:00, Su 10:00-01:00

## About

- Website: https://tararosenyc.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.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (FoodEstablishment).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering through bentobox on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
544 of 4270 in New York. Top 13% 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 | 100% | yes |
| Publish the menu or price list as HTML | 99% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 50% | yes |
| Have an llms.txt | 13% | no |

Nearest places with a similar menu: The Factory 380 (B, 15 m, https://directindex.org/r/thefactory380.com); The Gem Saloon (B, 46 m, https://directindex.org/r/thegemsaloonnyc.com); Bella Union (B, 107 m, https://directindex.org/r/bellaunionnyc.com); Amelia's (A, 391 m, https://directindex.org/r/amelias.nyc); Eleven Madison Park (D, 502 m, https://directindex.org/r/elevenmadisonpark.com); BLACKBARN Restaurant (A, 512 m, https://directindex.org/r/blackbarnrestaurant.com); Aunt Bernie's (A, 555 m, https://directindex.org/r/auntbernies.com); Bubo (C, 562 m, https://directindex.org/r/bubonyc.com); Big Daddy's Diner (C, 696 m, https://directindex.org/r/bigdaddysnyc.com); Riverpark (C, 700 m, https://directindex.org/r/riverparknyc.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.

Against its peers: Sites built with BentoBox 84% (96% A or B, 911 sites); Sites using Resy 69% (48% A or B, 582 sites); Sites using BentoBox 83% (93% A or B, 343 sites); This site 87.7%.

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

## Businesses like Tara Rose in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York | 4270 | 52% | 40% | 87.7% |
| Built with BentoBox in New York | 317 | 86% | 96% | 87.7% |
| Using Resy in New York | 273 | 69% | 48% | 87.7% |
| Built with BentoBox and using Resy in New York | 38 | 84% | 97% | 87.7% |

The best of Built with BentoBox and using Resy in New York: Verde (A 95.4%, https://directindex.org/r/verdeonsmith.com); Arden (A 90.8%, https://directindex.org/r/ardenbk.com); Motorino (A 90.8%, https://directindex.org/r/motorinony.com); Smør (A 90.8%, https://directindex.org/r/smornyc.com); Brado Thin Crust Pizza (A 89.2%, https://directindex.org/r/nycthincrust.com).

With the two fixes above (Booking only through resy; BentoBox's terms do not allow agents; a direct form on your own site would) the score would be about 100%: first of 4,270 in New York.

## The direct record
What agents get for Tara Rose, as JSON: https://directindex.org/api/direct/tararosenyc.com
- Book: none on record
- Order: https://getbento.com/?utm_source=header&utm_campaign=tararosenyc.com (vendor on own site: BentoBox; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.tararosenyc.com/menus/ (html_page; from the scan)
- Hours: Mo 12:00-01:00, Tu-Th 12:00-02:00, Fr 12:00-03:00, Sa 10:00-03:00, Su 10:00-01:00 (from OpenStreetMap)
- Phone: +1-929-602-5983
- Stable links that count: https://directindex.org/go/tararosenyc.com/order, https://directindex.org/go/tararosenyc.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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured
- Vendor terms for agents, BentoBox: No. BentoBox's terms of service (5 January 2023) say you will not use automated means, including spiders, robots, crawlers or data mining tools, except search engines; no agent programme was found. Read 2026-10-15: https://getbento.com/terms

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 10 | 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/tararosenyc.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

Deep report: https://directindex.org/r/tararosenyc.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=tararosenyc.com&force=1