# Prado's: Agent-Direct Score C (69.2%)

Site: https://www.greatwhite.cafe/
Report: https://directindex.org/r/greatwhite.cafe
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Prado's is partly visible to agents.

## Direct links
- Menu: https://www.greatwhite.cafe/menu
- Phone: +1-323-745-5059

## What to fix first, by points
- **No booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+2 points) Missing: telephone. 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, one block in the page head:

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Prado's",
  "url": "https://www.greatwhite.cafe/",
  "telephone": "+1-323-745-5059",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "North Larchmont Boulevard 244",
    "postalCode": "90004"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.0757609,
    "longitude": -118.3233949
  },
  "openingHours": "Mo-Su 08:00-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "08:00",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "breakfast",
    "pizza"
  ],
  "hasMenu": "https://www.greatwhite.cafe/menu"
}
</script>
```

llms.txt draft:

```
# Prado's

> restaurant (breakfast, pizza) in North Larchmont Boulevard 244 90004, Los Angeles. Phone +1-323-745-5059.

## Book or order directly

- Menu: https://www.greatwhite.cafe/menu

## Opening hours

Mo-Su 08:00-22:00

## About

- Website: https://www.greatwhite.cafe/
- 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).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
Rank 571 of 1672 in Los Angeles (top 34%).

| What the top tenth 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) | 96% | yes |
| Structured data with address, phone and hours | 48% | no |
| Have an llms.txt | 19% | no |

Nearest places with a similar menu: Korea Town Pizza (B, 1936 m, https://directindex.org/r/koreatownpizzaco.com); Pizza Hut Delivery (B, 2089 m, https://directindex.org/r/pizzahut.com); Trejo's Coffee and Donuts (B, 2180 m, https://directindex.org/r/trejosdonuts.com); All' Angolo (D, 2224 m, https://directindex.org/r/allangolopizza.com); Superba Food + Bread (A, 2589 m, https://directindex.org/r/lifesuperba.com); Hollywood Burgers (C, 2872 m, https://directindex.org/r/hollywood-burger.com); Sinful Pizza (D, 2887 m, https://directindex.org/r/daytraderscoach.com); L'Antica Pizzeria da Michele (D, 2895 m, https://directindex.org/r/damichele.net); Open Market (B, 2934 m, https://directindex.org/r/openmarket.la); Shakey's (F, 3083 m, https://directindex.org/r/shakeys.com).

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

Against its peers: Sites built with Squarespace average 64% (46% A or B, 6916 sites); this site 69.2%.

What an AI agent reads on this site: https://directindex.org/r/greatwhite.cafe/agent-view

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 20 | 25 |
| actionable | 0 | 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/greatwhite.cafe
- 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

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