# Fat Boy Restaurant: Agent-Direct Score B (72.3%)

Site: http://www.fatboyrestaurant.net/
Report: https://directindex.org/r/fatboyrestaurant.net
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.)
Fat Boy Restaurant is mostly ready for agents.
An AI assistant can open Fat Boy Restaurant's website. It can read what Fat Boy Restaurant offers. It finds a way to book or order directly, through orderfatboylv.com.

## Direct links
- Menu: https://fatboyrestaurant.net/menu/
- Phone: +1 702 434 1600
- Address: East Stewart Avenue 4425 #107 89110 Las Vegas
- Hours, from OpenStreetMap · Overture Maps: Mon–Thu 10:00–21:00; Fri–Sat 10:00–22:00; Sun 10:00–21:00

## Nearby, also direct
Places near Fat Boy Restaurant that take a booking or an order on their own website, with no marketplace in between.
- La Tradicion Restaurant & Mariscos (160 m): https://directindex.org/r/bestoflasvegas.com
- El Birotazo (900 m): https://directindex.org/r/elbirotazolasvegas.com
- Sofia's Pizza (1.3 km): https://directindex.org/r/sofiaspizza.com
- Cicis (1.4 km): https://directindex.org/r/cicis.com
- Chipotle (1.6 km): https://directindex.org/r/chipotle.com

## What to fix first
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Structured data is incomplete.** (+6 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": "FastFoodRestaurant",
  "name": "Fat Boy Restaurant",
  "url": "http://www.fatboyrestaurant.net/",
  "telephone": "+1 702 434 1600",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "East Stewart Avenue 4425 #107",
    "postalCode": "89110",
    "addressLocality": "Las Vegas"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 36.1670729,
    "longitude": -115.0797745
  },
  "openingHours": "Su-Th 10:00-21:00; Fr-Sa 10:00-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday",
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "10:00",
      "closes": "21:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "10:00",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "burger",
    "pizza",
    "mexican"
  ],
  "hasMenu": "https://fatboyrestaurant.net/menu/"
}
</script>
```

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

```
# Fat Boy Restaurant

> fast food restaurant (burger, pizza, mexican) in East Stewart Avenue 4425 #107 89110 Las Vegas, Las Vegas. Phone +1 702 434 1600.

## Book or order directly

- Menu: https://fatboyrestaurant.net/menu/

## Opening hours

Su-Th 10:00-21:00; Fr-Sa 10:00-22:00

## About

- Website: http://www.fatboyrestaurant.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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Person).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
450 of 1404 in Las Vegas. Top 32% of the sites scanned in this index.

| What the top 10% 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 | 94% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 91% | yes |
| Structured data with address, phone and hours | 67% | no |
| Have an llms.txt | 43% | no |

Nearest places with a similar menu: La Tradicion Restaurant & Mariscos (F, 163 m, https://directindex.org/r/bestoflasvegas.com); La Mojarra Loca (D, 841 m, https://directindex.org/r/lamojarralocalv.com); El Birotazo (D, 895 m, https://directindex.org/r/elbirotazolasvegas.com); Sofia's Pizza (C, 1263 m, https://directindex.org/r/sofiaspizza.com); Cicis (B, 1439 m, https://directindex.org/r/cicis.com); Roberto's Taco Shop (C, 1580 m, https://directindex.org/r/robertostacoshop.com); Chipotle (A, 1632 m, https://directindex.org/r/chipotle.com); Carl's Jr. (A, 1704 m, https://directindex.org/r/carlsjr.com); Birria El Compa | Charleston Location | Las Vegas (F, 1704 m, https://directindex.org/r/birriaelcompa.com); Casa de Pizza Wings (B, 1804 m, https://directindex.org/r/casadepizzawings.net).

## 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 Las Vegas and named 60 places. Fat Boy Restaurant wasn't one of them. See who was named: https://directindex.org/city/las-vegas/recommended


Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 72.3%.

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

## Businesses like Fat Boy Restaurant in Las Vegas

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Las Vegas | 1404 | 55% | 37% | 72.3% |
| Sites built with WordPress in Las Vegas | 362 | 67% | 50% | 72.3% |

The best of the sites built with WordPress in Las Vegas: Elia Authentic Greek Restaurant (A 100%, https://directindex.org/r/elialv.com); Favorite Bistro Las Vegas (A 100%, https://directindex.org/r/thefavoritebistro.com); FireRock Steakhouse (A 100%, https://directindex.org/r/firerocksteakhouse.com); Grimaldi's (A 100%, https://directindex.org/r/grimaldispizzeria.com); Hofbräuhaus Las Vegas (A 100%, https://directindex.org/r/hofbrauhauslasvegas.com).

With the two fixes above (Ordering through an unrecognised third party; Structured data is incomplete), the score would be about 95.4%. That would be 44th of 1,404 in Las Vegas, up from 450th.

## The direct record
What agents get for Fat Boy Restaurant, as JSON: https://directindex.org/api/direct/fatboyrestaurant.net
- Book: none on record
- Order: none on record
- Menu: https://fatboyrestaurant.net/menu/ (html_page; from the scan)
- Hours: Su-Th 10:00-21:00; Fr-Sa 10:00-22:00 (closed now) (from OpenStreetMap)
- Phone: +1 702 434 1600
- Stable links that count: https://directindex.org/go/fatboyrestaurant.net/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 | 16 | 25 |
| Actionable | 6 | 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/fatboyrestaurant.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: yes

Keep watching this business (https://directindex.org/r/fatboyrestaurant.net/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/fatboyrestaurant.net/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=fatboyrestaurant.net&force=1