# Doanburi: Agent-Direct Score F (24.6%)

Site: https://www.doanburi.com
Report: https://directindex.org/r/doanburi.com
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.)
Doanburi is largely invisible to agents.
AI assistants can't open Doanburi's website, so they go by what other sites say about it.

## Direct links
- Order directly: https://doanburi.com/order (on the business's own site)
- Phone: +17029157453
- Address: 89145, Las Vegas

## Nearby, also direct
Places near Doanburi that take a booking or an order on their own website, with no marketplace in between.
- Kame Omakase (2.4 km): https://directindex.org/r/sushikame.com
- Kaizen Revolving Sushi (2.7 km): https://directindex.org/r/kaizenbeltsushi.com

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Booking only through opentable.** (no points, but worth doing) 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

## 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": "LocalBusiness",
  "name": "Doanburi",
  "url": "https://www.doanburi.com",
  "telephone": "+17029157453",
  "address": "89145, Las Vegas",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 36.173595,
    "longitude": -115.245995
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://doanburi.com/order",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
1106 of 1300 in Las Vegas. Top 85% 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 | 97% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | no |
| Structured data with address, phone and hours | 67% | no |
| Have an llms.txt | 44% | no |

Nearest places with a similar menu: Kame Omakase (B, 2428 m, https://directindex.org/r/sushikame.com); Sushi Hiroyoshi (D, 2628 m, https://directindex.org/r/hiroyoshi702.com); Kaizen Revolving Sushi (B, 2732 m, https://directindex.org/r/kaizenbeltsushi.com); the Sushi (F, 4031 m, https://directindex.org/r/the-sushi.com); Naka Sushi (F, 4178 m, https://directindex.org/r/lunchroomusa.xyz).

## 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 61 places. Doanburi wasn't one of them. See who was named: https://directindex.org/city/las-vegas/recommended


Compared with its peers: Sites using OpenTable 65% (38% A or B, 3121 sites); This site 24.6%.

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

## Businesses like Doanburi in Las Vegas

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Las Vegas | 1300 | 55% | 36% | 24.6% |
| Sites using OpenTable in Las Vegas | 66 | 71% | 61% | 24.6% |

The best of the sites using OpenTable in Las Vegas: Favorite Bistro Las Vegas (A 100%, https://directindex.org/r/thefavoritebistro.com); Más Por Favor (A 100%, https://directindex.org/r/masporfavorlv.com); Claim Jumper (A 96.9%, https://directindex.org/r/claimjumper.com); Holsteins Downtown (A 96.9%, https://directindex.org/r/holsteinsburgers.com); Bar Boheme (A 95.4%, https://directindex.org/r/barbohemelv.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; No menu or price list found), the score would be about 95.4%. That would be 43rd of 1,300 in Las Vegas, up from 1106th.

## The direct record
What agents get for Doanburi, as JSON: https://directindex.org/api/direct/doanburi.com
- Book: none on record
- Order: https://doanburi.com/order (own site; found by the scan of 2026-10-23, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +17029157453
- Stable links that count: https://directindex.org/go/doanburi.com/order

## 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

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 1 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

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