# Cafe Luluc: Agent-Direct Score D (48.8%)

Site: https://www.cafeluluc.net/
Report: https://directindex.org/r/cafeluluc.net
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.)
Cafe Luluc is hard for agents to use.

## Direct links
- Menu: https://www.cafeluluc.net/menus
- Phone: +1-718-625-3815

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering only through grubhub.** (+12 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/online-ordering-without-delivery-apps
- **The server turns AI crawlers away at the door.** (+3.3 points) Live fetches as PerplexityBot (cloudflare_challenge) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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": "Cafe Luluc",
  "url": "https://www.cafeluluc.net/",
  "telephone": "+1-718-625-3815",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Smith Street 214"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.6844742,
    "longitude": -73.9921417
  },
  "openingHours": "Mo-Fr 08:30-15:30, 16:30-23:30; Sa 08:30-16:30, 17:00-23:30; Su 08:30-16:30, 17:00-23:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "08:30",
      "closes": "15:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "16:30",
      "closes": "23:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "08:30",
      "closes": "16:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "17:00",
      "closes": "23:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "08:30",
      "closes": "16:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "17:00",
      "closes": "23:00"
    }
  ],
  "servesCuisine": [
    "brunch",
    "american"
  ],
  "hasMenu": "https://www.cafeluluc.net/menus"
}
</script>
```

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

```
# Cafe Luluc

> restaurant (brunch, american) in Smith Street 214, New York. Phone +1-718-625-3815.

## Book or order directly

- Menu: https://www.cafeluluc.net/menus

## Opening hours

Mo-Fr 08:30-15:30, 16:30-23:30; Sa 08:30-16:30, 17:00-23:30; Su 08:30-16:30, 17:00-23:00

## About

- Website: https://www.cafeluluc.net/
- 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.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
2700 of 4817 in New York. Top 56% 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% | no |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | no |
| Structured data with address, phone and hours | 49% | no |
| Have an llms.txt | 13% | no |

Nearest places with a similar menu: Kitchen at Cobble Hill (F, 231 m, https://directindex.org/r/kitchenatcobblehill.com); Daily Provisions (B, 505 m, https://directindex.org/r/dailyprovisions.co); Bijan's (B, 605 m, https://directindex.org/r/bijansbrooklyn.com); Lonnies (B, 616 m, https://directindex.org/r/lonniesnyc.com); Boutros (B, 643 m, https://directindex.org/r/boutrosbk.com); The Long Island Bar (B, 775 m, https://directindex.org/r/thelongislandbar.com); Lele's Roman (A, 813 m, https://directindex.org/r/lelesroman.com); Gage & Tollner (B, 861 m, https://directindex.org/r/gageandtollner.com); Swoony's (B, 891 m, https://directindex.org/r/swoonys.com); Franks Wine Bar (F, 960 m, https://directindex.org/r/frankswinebar.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 Wix 58% (33% A or B, 3163 sites); Sites using Grubhub 66% (46% A or B, 140 sites); This site 48.8%.

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 21.7 | 25 |
| Readable | 7 | 25 |
| Actionable | 3 | 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/cafeluluc.net
- 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

Deep report: https://directindex.org/r/cafeluluc.net/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=cafeluluc.net&force=1