# Black and Blue Diner: Agent-Direct Score C (68.8%)

Site: https://blackandbluedinerlv.com/
Report: https://directindex.org/r/blackandbluedinerlv.com
Scanned: 2026-10-16 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Black and Blue Diner is partly visible to agents.
An AI assistant can open Black and Blue Diner's website. What Black and Blue Diner offers is in a PDF or an image, and assistants read those badly. To book or order, it is sent to TableAgent, a marketplace.

## Direct links
- Order directly: https://ordering.chownow.com/order/25217/locations (through chownow acting for the business)
- Menu: http://blackandbluedinerlv.com/wp-content/uploads/2020/11/BBD-Menu.pdf
- Phone: +1-702-821-0660
- Address: South Decatur Boulevard 315 89107 Las Vegas
- Hours, from OpenStreetMap · Overture Maps: Mon–Sun 07:30–15:00

## Nearby, also direct
Places near Black and Blue Diner that take a booking or an order on their own website, with no marketplace in between.
- The Egg & I (2.8 km): https://directindex.org/r/theeggworks.com
- Munchies (3.9 km): https://directindex.org/r/mitchiesmunchies.com
- Hash House A Go Go West Sahara (4.1 km): https://directindex.org/r/hashhouseagogo.com
- Applebee's (4.5 km): https://directindex.org/r/applebees.com

## What to fix first
- **No structured data for the business.** (+14 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Booking only through tableagent.** (+5 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **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": "Restaurant",
  "name": "Black and Blue Diner",
  "url": "https://blackandbluedinerlv.com/",
  "telephone": "+1-702-821-0660",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "South Decatur Boulevard 315",
    "postalCode": "89107",
    "addressLocality": "Las Vegas"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 36.1690295,
    "longitude": -115.2055955
  },
  "openingHours": "Mo-Su 07:30-15:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "07:30",
      "closes": "15:00"
    }
  ],
  "servesCuisine": [
    "american",
    "breakfast"
  ],
  "hasMenu": "http://blackandbluedinerlv.com/wp-content/uploads/2020/11/BBD-Menu.pdf",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://ordering.chownow.com/order/25217/locations",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Black and Blue Diner

> restaurant (american, breakfast) in South Decatur Boulevard 315 89107 Las Vegas, Las Vegas. Phone +1-702-821-0660.

## Book or order directly

- Order: https://ordering.chownow.com/order/25217/locations (through chownow acting for the business)
- Menu: http://blackandbluedinerlv.com/wp-content/uploads/2020/11/BBD-Menu.pdf

## Opening hours

Mo-Su 07:30-15:00

## About

- Website: https://blackandbluedinerlv.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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Ordering through chownow on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
524 of 1404 in Las Vegas. Top 37% 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% | yes |
| Publish the menu or price list as HTML | 94% | no |
| 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: The Egg & I (C, 2780 m, https://directindex.org/r/theeggworks.com); Modern Proteins (F, 3019 m, https://directindex.org/r/modernproteins.com); Munchies (B, 3882 m, https://directindex.org/r/mitchiesmunchies.com); Hash House A Go Go West Sahara (A, 4107 m, https://directindex.org/r/hashhouseagogo.com); Applebee's (C, 4497 m, https://directindex.org/r/applebees.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 Las Vegas and named 60 places. Black and Blue Diner 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% (25% A or B, 236087 sites); Sites using TableAgent 64% (35% A or B, 127 sites); Sites using ChowNow 73% (55% A or B, 1147 sites); This site 68.8%.

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

## Businesses like Black and Blue Diner in Las Vegas

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Las Vegas | 1404 | 55% | 36% | 68.8% |
| Sites built with WordPress in Las Vegas | 362 | 67% | 50% | 68.8% |
| Sites using TableAgent in Las Vegas | 1 | 69% | 0% | 68.8% |
| Sites built with WordPress and using TableAgent in Las Vegas | 1 | 69% | 0% | 68.8% |

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 three fixes above (No structured data for the business; Booking only through tableagent; Menu or price list is a PDF), the score would be about 96.3%. That would be 42nd of 1,404 in Las Vegas, up from 524th.

## The direct record
What agents get for Black and Blue Diner, as JSON: https://directindex.org/api/direct/blackandbluedinerlv.com
- Book: none on record
- Order: https://ordering.chownow.com/order/25217/locations (vendor on own site: ChowNow; verified direct, 2026-10-19)
- Menu: http://blackandbluedinerlv.com/wp-content/uploads/2020/11/BBD-Menu.pdf (pdf; from the scan)
- Hours: Mo-Su 07:30-15:00 (closed now) (from OpenStreetMap)
- Phone: +1-702-821-0660
- Stable links that count: https://directindex.org/go/blackandbluedinerlv.com/order, https://directindex.org/go/blackandbluedinerlv.com/menu
- Agents and people followed 4 direct links to this business this month (4 by AI agents).

## 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
- Vendor terms for agents, ChowNow: Not stated. ChowNow's customer terms (8 September 2025) bar automated means such as spiders, robots and crawlers to download or scrape data, except search engines; they do not address an agent placing an order for a person, and no agent programme was found. Read 2026-10-15: https://get.chownow.com/terms-of-service

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 5 | 25 |
| Actionable | 25 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/blackandbluedinerlv.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

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