# Wu + Nussbaum: Agent-Direct Score B (84.6%)

Site: https://www.wunussbaum.com
Report: https://directindex.org/r/wunussbaum.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.)
Wu + Nussbaum is mostly ready for agents.

## Direct links
- Order directly: https://www.wunussbaum.com/delivery-5 (on the business's own site)
- Menu: https://www.wunussbaum.com/new-index
- Phone: +1-212-280-5344

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Wu + Nussbaum",
  "url": "https://www.wunussbaum.com",
  "telephone": "+1-212-280-5344",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Broadway 2897"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.8060976,
    "longitude": -73.9656359
  },
  "openingHours": "Mo-Su 07:00-21:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "07:00",
      "closes": "21:30"
    }
  ],
  "hasMenu": "https://www.wunussbaum.com/new-index",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.wunussbaum.com/delivery-5",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Wu + Nussbaum

> restaurant in Broadway 2897, New York. Phone +1-212-280-5344.

## Book or order directly

- Order: https://www.wunussbaum.com/delivery-5 (on the business's own site)
- Menu: https://www.wunussbaum.com/new-index

## Opening hours

Mo-Su 07:00-21:30

## About

- Website: https://www.wunussbaum.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 (LocalBusiness).** but without address, phone or hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
783 of 4270 in New York. Top 18% 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% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: Community Food & Juice (F, 19 m, https://directindex.org/r/communityrestaurant.com); Le Monde (B, 40 m, https://directindex.org/r/lemondenyc.com); Junzi Kitchen (A, 52 m, https://directindex.org/r/junzi.kitchen); Symposium (A, 132 m, https://directindex.org/r/symposiumnyc.com); Sweetgreen (F, 160 m, https://directindex.org/r/sweetgreen.com); Raising Cane's (A, 183 m, https://directindex.org/r/raisingcanes.com); Koronet Pizza (C, 190 m, https://directindex.org/r/koronetpizzany.com); Five Guys (A, 191 m, https://directindex.org/r/fiveguys.com); Tartina (C, 323 m, https://directindex.org/r/tartina-restaurant.com); Insomnia Cookies (F, 332 m, https://directindex.org/r/insomniacookies.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 Squarespace 65% (48% A or B, 7098 sites); This site 84.6%.

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

## Businesses like Wu + Nussbaum in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York | 4270 | 52% | 40% | 84.6% |
| Built with Squarespace in New York | 584 | 74% | 65% | 84.6% |

The best of Built with Squarespace in New York: Fusionista (A 100%, https://directindex.org/r/fusionistarestaurant.com); Island (A 100%, https://directindex.org/r/islandny.com); Sandwell (A 100%, https://directindex.org/r/getsandwell.com); Sea Wolf (A 100%, https://directindex.org/r/seawolfbk.com); Urbanspace Vanderbilt (A 100%, https://directindex.org/r/hfbrandsandmarkets.com).

With the fix above (Structured data is incomplete) the score would be about 95.4%: 74th of 4,270 in New York, up from 783rd.

## The direct record
What agents get for Wu + Nussbaum, as JSON: https://directindex.org/api/direct/wunussbaum.com
- Book: none on record
- Order: https://www.wunussbaum.com/delivery-5 (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.wunussbaum.com/new-index (html_page; from the scan)
- Hours: Mo-Su 07:00-21:30 (closed now) (from OpenStreetMap)
- Phone: +1-212-280-5344
- Stable links that count: https://directindex.org/go/wunussbaum.com/order, https://directindex.org/go/wunussbaum.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

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 15 | 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/wunussbaum.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/wunussbaum.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=wunussbaum.com&force=1