# 4th Horseman: Agent-Direct Score B (72.3%)

Site: https://the4thhorsemanlbc.com
Report: https://directindex.org/r/the4thhorsemanlbc.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.)
4th Horseman is mostly ready for agents.

## Direct links
- Book directly: https://the4thhorsemanlbc.com/events (on the business's own site)
- Order directly: https://order.toasttab.com/online/the4thhorsemanlbc (through toast acting for the business)
- Menu: https://the4thhorsemanlbc.com/menu
- Phone: +1-562-662-3754

## 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
- **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": "4th Horseman",
  "url": "https://the4thhorsemanlbc.com",
  "telephone": "+1-562-662-3754",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "West 4th Street 121",
    "postalCode": "90802",
    "addressLocality": "Long Beach"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 33.7718631,
    "longitude": -118.1929903
  },
  "openingHours": "Su-Th 12:00-23:00, Fr-Sa 12:00-24:00",
  "servesCuisine": [
    "pizza"
  ],
  "acceptsReservations": "https://the4thhorsemanlbc.com/events",
  "hasMenu": "https://the4thhorsemanlbc.com/menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://the4thhorsemanlbc.com/events",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.toasttab.com/online/the4thhorsemanlbc",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# 4th Horseman

> restaurant (pizza) in West 4th Street 121 90802 Long Beach, Los Angeles. Phone +1-562-662-3754.

## Book or order directly

- Book: https://the4thhorsemanlbc.com/events (on the business's own site)
- Order: https://order.toasttab.com/online/the4thhorsemanlbc (through toast acting for the business)
- Menu: https://the4thhorsemanlbc.com/menu

## Opening hours

Su-Th 12:00-23:00, Fr-Sa 12:00-24:00

## About

- Website: https://the4thhorsemanlbc.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.
- **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
457 of 1672 in Los Angeles. Top 27% 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 | 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 in the index: Laurie's Pie Bar (B, 90 m, https://directindex.org/r/lauriespiebar.com); Zenmaru Teriyaki & Roll (B, 95 m, https://directindex.org/r/zenmarusushi.com); Cinco de Mayo Restaurant (C, 95 m, https://directindex.org/r/twupro.com); AZN (A, 231 m, https://directindex.org/r/eatazn.com); Baby Bros (B, 236 m, https://directindex.org/r/babybrospizza.com); La Traviata (C, 248 m, https://directindex.org/r/latraviata301.com); Dog Haus (C, 252 m, https://directindex.org/r/doghaus.com); 123 Pho (A, 270 m, https://directindex.org/r/123-pho.com); King's Fish House (C, 318 m, https://directindex.org/r/kingsfishhouse.com); Ammatoli (A, 323 m, https://directindex.org/r/ammatoli.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 64% (46% A or B, 6916 sites); Sites using Toast 74% (62% A or B, 1749 sites); This site 72.3%.

See what an AI agent reads on this site: https://directindex.org/r/the4thhorsemanlbc.com/agent-view

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 7 | 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/the4thhorsemanlbc.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: no

Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=the4thhorsemanlbc.com&force=1