# Prose Kitchen & Bar: Agent-Direct Score A (98.5%)

Site: https://eatatprose.com/
Report: https://directindex.org/r/eatatprose.com
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Prose Kitchen & Bar is ready for agents.

## Direct links
- Book: https://eatatprose.com/make-a-reservation/ (on the business's own site)
- Order: https://www.toasttab.com/prosekitchenandbar/giftcards (through toast acting for the business)
- Menu: https://eatatprose.com/our-menu/
- Phone: +1-747-300-3152

## What to fix first, by points
- **Structured data is incomplete.** (+1 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Prose Kitchen & Bar",
  "url": "https://eatatprose.com/",
  "telephone": "+1-747-300-3152",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Ventura Boulevard 21150",
    "postalCode": "91364",
    "addressLocality": "Woodland Hills"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.1670027,
    "longitude": -118.5945021
  },
  "acceptsReservations": "https://eatatprose.com/make-a-reservation/",
  "hasMenu": "https://eatatprose.com/our-menu/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://eatatprose.com/make-a-reservation/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/prosekitchenandbar/giftcards",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## 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 (Restaurant).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
Rank 20 of 1672 in Los Angeles (top 1%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| 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% | yes |

Nearest places in the index: Shirin (B, 792 m, https://directindex.org/r/shirinrestaurant.com); Nick The Greek (B, 829 m, https://directindex.org/r/nickthegreek.com); Casalena (A, 1455 m, https://directindex.org/r/casalena.la); Tomato Pie Pizza Joint (B, 1490 m, https://directindex.org/r/tomatopiepizzajoint.com); Morton's The Steakhouse (B, 1953 m, https://directindex.org/r/mortons.com); Lucille's Smokehouse BBQ (B, 2089 m, https://directindex.org/r/lucillesbbq.com); Pressed Juicery (D, 2132 m, https://directindex.org/r/pressed.com); Old New York Deli & Bakery Co. (C, 2136 m, https://directindex.org/r/oldnewyork.com); Veggie Grill (A, 2204 m, https://directindex.org/r/nextlevelvg.com); Il Fornaio (A, 2321 m, https://directindex.org/r/ilfornaio.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 WordPress average 57% (26% A or B, 35830 sites); Sites using Toast average 74% (62% A or B, 1749 sites); this site 98.5%.

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 24 | 25 |
| actionable | 15 | 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/eatatprose.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: yes
- 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=eatatprose.com&force=1