# Fresh Kitchen: Agent-Direct Score C (55.4%)

Site: https://freshkitchen.nyc
Report: https://directindex.org/r/freshkitchen.nyc
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Fresh Kitchen is partly visible to agents.

## What to fix first
- **No structured data for the business.** Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type) with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations for a restaurant. It is the one block every assistant reads first. Guide: https://directindex.org/guides/structured-data-restaurant
- **Menu is a PDF.** Most agents skip PDFs or read them badly. Publish the menu as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **Ordering through an unrecognised third party.** Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **No llms.txt.** 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

## 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.

## Where it stands
Not ranked yet in New York.

Nearest similar places: Pret A Manger (B, 175 m, https://directindex.org/r/pret.com); Take Care (B, 349 m, https://directindex.org/r/takecare-newyork.com); Chop & Go (F, 592 m, https://directindex.org/r/chopandgo.com); Market Crates (C, 593 m, https://directindex.org/r/marketcrates.com); Romano Pizza (B, 676 m, https://directindex.org/r/romanopizzanyc.com); Lenwich (A, 685 m, https://directindex.org/r/lenwich.com); Montagu's Gusto (A, 722 m, https://directindex.org/r/mgustonyc.com); Macaron Café (C, 731 m, https://directindex.org/r/macaroncafe.com); Così (A, 741 m, https://directindex.org/r/getcosi.com); Ess-a-Bagel (B, 793 m, https://directindex.org/r/ess-a-bagel32.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 5 | 25 |
| actionable | 6 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/freshkitchen.nyc
- 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: no

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=freshkitchen.nyc&force=1