# Cafe Valentino: Agent-Direct Score B (84.6%)

Site: https://cafevalentino.co.nz
Report: https://directindex.org/r/cafevalentino.co.nz
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Cafe Valentino is mostly ready for agents.
An AI assistant can open Cafe Valentino's website. It can read what Cafe Valentino offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.cafevalentino.co.nz/reservations/ (on the business's own site)
- Menu: https://www.cafevalentino.co.nz/menus/
- Phone: 18187107774
- Address: 21800 Oxnard St  Ste 130, 91367-7901, Woodland Hills

## Nearby, also direct
Places near Cafe Valentino that take a booking or an order on their own website, with no marketplace in between.
- Trimana of woodland hills (230 m): https://directindex.org/r/trimanawoodlandhills.com
- Protini Bar (610 m): https://directindex.org/r/protini.bar
- Boba Guys (700 m): https://directindex.org/r/bobaguys.com

## 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, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Cafe Valentino",
  "url": "https://cafevalentino.co.nz",
  "telephone": "18187107774",
  "address": "21800 Oxnard St  Ste 130, 91367-7901, Woodland Hills",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.178501,
    "longitude": -118.602745
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.cafevalentino.co.nz/reservations/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Cafe Valentino

> organization in 21800 Oxnard St  Ste 130, 91367-7901, Woodland Hills, Los Angeles cafes and bars. Phone 18187107774.

## Book or order directly

- Book: https://www.cafevalentino.co.nz/reservations/ (on the business's own site)
- Menu: https://www.cafevalentino.co.nz/menus/

## About

- Website: https://cafevalentino.co.nz
- 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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
Not ranked yet in Los Angeles cafes and bars.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 99% | yes |
| Publish the menu or price list as HTML | 91% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes |
| Structured data with address, phone and hours | 41% | no |
| Have an llms.txt | 35% | no |

Nearest places in the index: Trimana of woodland hills (B, 229 m, https://directindex.org/r/trimanawoodlandhills.com); The Rack (F, 254 m, https://directindex.org/r/therack.us); Protini Bar (C, 607 m, https://directindex.org/r/protini.bar); Boba Guys (B, 698 m, https://directindex.org/r/bobaguys.com); Toasted Barrel Woodland Hills (D, 867 m, https://directindex.org/r/toastedbarrelbar.com); O Deli (F, 957 m, https://directindex.org/r/casablancaexpress.com); Yankee Doodles (F, 986 m, https://directindex.org/r/yankeedoodles.com); Nordstrom ebar (F, 1166 m, https://directindex.org/r/nordstrom.com); Warner Corporate Center (D, 1260 m, https://directindex.org/r/douglasemmett.com); Taheebo Tea Club (F, 1470 m, https://directindex.org/r/taheeboteaclub.com).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

The assistants were asked 12 everyday questions about Los Angeles cafes and bars and named 92 places. Cafe Valentino wasn't one of them. See who was named: https://directindex.org/city/los-angeles-cafes-bars/recommended


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); This site 84.6%.

See what an AI agent reads on this site: https://directindex.org/r/cafevalentino.co.nz/agent-view

## Businesses like Cafe Valentino in Los Angeles cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with WordPress in Los Angeles cafes and bars | 266 | 56% | 27% | 84.6% |

The best of the sites built with WordPress in Los Angeles cafes and bars: Cabinet Espresso Bar (A 96.3%, https://directindex.org/r/cabinet-espresso.com); A Divine H2O (A 95.4%, https://directindex.org/r/adivineh2o.com); Elbow Room (A 95.4%, https://directindex.org/r/elbowroomla.com); Luchini Pizzeria & Bar (A 95.4%, https://directindex.org/r/taogroup.com); Mojo Hookah Lounge (A 95.4%, https://directindex.org/r/mojo-hookah.com).

## The direct record
What agents get for Cafe Valentino, as JSON: https://directindex.org/api/direct/cafevalentino.co.nz
- Book: https://www.cafevalentino.co.nz/reservations/ (own site; found by the scan of 2026-10-23, not yet tested)
- Order: none on record
- Menu: https://www.cafevalentino.co.nz/menus/ (html_page; from the scan)
- Hours: none on record
- Phone: 18187107774
- Stable links that count: https://directindex.org/go/cafevalentino.co.nz/book, https://directindex.org/go/cafevalentino.co.nz/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): no
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no
- 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): no

## 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/cafevalentino.co.nz
- 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

Keep watching this business (https://directindex.org/r/cafevalentino.co.nz/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/cafevalentino.co.nz/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=cafevalentino.co.nz&force=1