# Seasons 52: Agent-Direct Score B (72.3%)

Site: https://www.seasons52.com/home
Report: https://directindex.org/r/seasons52.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.)
Seasons 52 is mostly ready for agents.

## Direct links
- Book directly: https://www.seasons52.com/reservations (on the business's own site)
- Order directly: https://www.seasons52.com/menu-listing (on the business's own site)
- Menu: https://www.seasons52.com/menu-listing

## 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": "Seasons 52",
  "url": "https://www.seasons52.com/home",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Miracle Mile 321",
    "postalCode": "33134",
    "addressLocality": "Coral Gables"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.7496759,
    "longitude": -80.2613009
  },
  "openingHours": "Mo-Th 11:30-22:00; Fr,Sa 11:30-23:00; Su 11:30-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "11:30",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "11:30",
      "closes": "23:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "11:30",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "american"
  ],
  "acceptsReservations": "https://www.seasons52.com/reservations",
  "hasMenu": "https://www.seasons52.com/menu-listing",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.seasons52.com/reservations",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.seasons52.com/menu-listing",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Seasons 52

> restaurant (american) in Miracle Mile 321 33134 Coral Gables, Miami.

## Book or order directly

- Book: https://www.seasons52.com/reservations (on the business's own site)
- Order: https://www.seasons52.com/menu-listing (on the business's own site)
- Menu: https://www.seasons52.com/menu-listing

## Opening hours

Mo-Th 11:30-22:00; Fr,Sa 11:30-23:00; Su 11:30-21:00

## About

- Website: https://www.seasons52.com/home
- 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 on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
102 of 225 in Miami. Top 45% 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 | 100% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes |
| Structured data with address, phone and hours | 61% | no |
| Have an llms.txt | 22% | no |

Nearest places with a similar menu: Hillstone Restaurant (D, 246 m, https://directindex.org/r/hillstonerestaurant.com); Miller's Ale House (A, 443 m, https://directindex.org/r/millersalehouse.com); Original Uncle Tom's Barbecue (F, 1629 m, https://directindex.org/r/demopgslot.biz.id); Sweet Dogs (C, 1989 m, https://directindex.org/r/filmschoolsecrets.com); Cascade Pool Cafe at The Biltmore Hotel Miami (C, 2026 m, https://directindex.org/r/biltmorehotel.com); The Cheesecake Factory (B, 3040 m, https://directindex.org/r/thecheesecakefactory.com); Mayfair Grill (A, 3088 m, https://directindex.org/r/mayfair-grill.com); Sipsip Rum Bar (B, 3095 m, https://directindex.org/r/mayfairhousemiami.com); First Watch (F, 4315 m, https://directindex.org/r/firstwatch.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.

See what an AI agent reads on this site: https://directindex.org/r/seasons52.com/agent-view

## Businesses like Seasons 52 in Miami

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Miami | 225 | 58% | 48% | 72.3% |

The best of Same kind in Miami: Felice Brickell (A 100%, https://directindex.org/r/felicerestaurants.com); Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Giardino Gourmet Salads (A 100%, https://directindex.org/r/giardinosalads.com); Taco Bell (A 100%, https://directindex.org/r/tacobell.com); Applebee's (A 98.5%, https://directindex.org/r/applebees.com).

With the fix above (No structured data for the business) the score would be about 95.4%: 10th of 225 in Miami, up from 102nd.

This site appears in 2 cities (2 places on seasons52.com). https://directindex.org/brand/seasons52.com

## The direct record
What agents get for Seasons 52, as JSON: https://directindex.org/api/direct/seasons52.com
- Book: https://www.seasons52.com/reservations (own site; found by the scan of 2026-10-14, not yet tested)
- Order: https://www.seasons52.com/menu-listing (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.seasons52.com/menu-listing (html_page; from the scan)
- Hours: Mo-Th 11:30-22:00; Fr,Sa 11:30-23:00; Su 11:30-21:00 (open now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/seasons52.com/book, https://directindex.org/go/seasons52.com/order, https://directindex.org/go/seasons52.com/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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## 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/seasons52.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

Deep report: https://directindex.org/r/seasons52.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=seasons52.com&force=1