# The Lobby Grill: Agent-Direct Score C (63.1%)

Site: http://www.arizonagrandresort.com
Report: https://directindex.org/r/arizonagrandresort.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
The Lobby Grill is partly visible to agents.
An AI assistant can open The Lobby Grill's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://reservation.arizonagrandresort.com/?chain=32547&hotel=46465 (on the business's own site)
- Phone: +16024316476
- Address: 8000 S Arizona Grand Pkwy, 85044-5409, Phoenix

## Nearby, also direct
Places near The Lobby Grill that take a booking or an order on their own website, with no marketplace in between.
- Rustler's Rooste (480 m): https://directindex.org/r/rustlersrooste.com
- Krispy Krunchy Chicken (820 m): https://directindex.org/r/krispykrunchy.com
- China Restaurant (2.3 km): https://directindex.org/r/chinarestauranttogo.com
- Niro's Gyros (3 km): https://directindex.org/r/nirosgyros.com
- Cactus Jack's (3.1 km): https://directindex.org/r/cactusjacksbar.co

## 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
- **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
- **The phone number on the site doesn't match the open map data.** The site shows +1877 800 4888, but OpenStreetMap or Overture Maps lists +16024316476. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## 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": "The Lobby Grill",
  "url": "http://www.arizonagrandresort.com",
  "telephone": "+16024316476",
  "address": "8000 S Arizona Grand Pkwy, 85044-5409, Phoenix",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 33.37370796,
    "longitude": -111.97019329
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://reservation.arizonagrandresort.com/?chain=32547&hotel=46465",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## 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.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
702 of 1511 in Phoenix. Top 46% 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 | 93% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes |
| Structured data with address, phone and hours | 69% | no |
| Have an llms.txt | 49% | yes |

Nearest places in the index: Rustler's Rooste (A, 480 m, https://directindex.org/r/rustlersrooste.com); Krispy Krunchy Chicken (A, 823 m, https://directindex.org/r/krispykrunchy.com); Wingstop (D, 982 m, https://directindex.org/r/wingstop.com); Los tacos más frescos de arizona (F, 2150 m, https://directindex.org/r/tacosmasfrescos.com); China Restaurant (C, 2280 m, https://directindex.org/r/chinarestauranttogo.com); Lin's Grand Buffet (F, 2573 m, https://directindex.org/r/linsrestaurant.com); Niro's Gyros (A, 3018 m, https://directindex.org/r/nirosgyros.com); Cactus Jack's (B, 3062 m, https://directindex.org/r/cactusjacksbar.co); American Way Pasta (C, 3081 m, https://directindex.org/r/americanwaypasta.com); Mediterranean Majik Food Truck (F, 4099 m, https://directindex.org/r/medmajikfoodtruck.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 22 everyday questions about Phoenix and named 142 places. The Lobby Grill wasn't one of them. See who was named: https://directindex.org/city/phoenix/recommended


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); This site 63.1%.

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

## Businesses like The Lobby Grill in Phoenix

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Phoenix | 1511 | 53% | 35% | 63.1% |
| Sites built with WordPress in Phoenix | 377 | 67% | 50% | 63.1% |

The best of the sites built with WordPress in Phoenix: Asi Es La Vida Restaurant (A 100%, https://directindex.org/r/asieslavidarestaurant.com); Backyard Taco - Laveen (A 100%, https://directindex.org/r/backyardtaco.com); Larray's Loaded Mac (A 100%, https://directindex.org/r/seasideonthepier.com); Mesquite (A 100%, https://directindex.org/r/eatmesquite.com); Phoenix Coqui (A 100%, https://directindex.org/r/phoenixcoqui.com).

With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 95.4%. That would be 57th of 1,511 in Phoenix, up from 702nd.

## The direct record
What agents get for The Lobby Grill, as JSON: https://directindex.org/api/direct/arizonagrandresort.com
- Book: https://reservation.arizonagrandresort.com/?chain=32547&hotel=46465 (own site; found by the scan of 2026-10-24, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +16024316476
- Stable links that count: https://directindex.org/go/arizonagrandresort.com/book

## 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 | 1 | 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/arizonagrandresort.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: yes
- OAuth protected resource metadata: yes
- 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/arizonagrandresort.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/arizonagrandresort.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=arizonagrandresort.com&force=1