# GD Lounge & Karaoke: Agent-Direct Score C (55.4%)

Site: https://gdmiami.com/
Report: https://directindex.org/r/gdmiami.com
Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
GD Lounge & Karaoke is partly visible to agents.
An AI assistant can open the website of GD Lounge & Karaoke. It finds no menu or price list, so it answers from other sites. It finds a way to book or order directly, through SevenRooms.

## Direct links
- Book directly: https://www.sevenrooms.com/reservations/gdlounge (through sevenrooms acting for the business)
- Phone: +13052491222

## What to fix first

- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). 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 menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai

## 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": "LocalBusiness",
  "name": "GD Lounge & Karaoke",
  "url": "https://gdmiami.com/",
  "telephone": "+13052491222",
  "address": "300 S Biscayne Blvd, 33131, Miami",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.770890172943712,
    "longitude": -80.18781423568727
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.sevenrooms.com/reservations/gdlounge",
        "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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Booking through sevenrooms on your own domain.** No marketplace commission, and the guest stays yours.
- **SevenRooms works with agents through its partners.** SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Read 2026-10-15: https://sevenrooms.com/terms-of-service/. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them.

## Where it stands
305 of 823 in Miami cafes and bars. Top 37% 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 | 88% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes |
| Structured data with address, phone and hours | 49% | no |
| Have an llms.txt | 22% | yes |

Nearest places in the index: SUCCE55 (F, 149 m, https://directindex.org/r/successcoffee.store); Allegro Coffee Company (C, 149 m, https://directindex.org/r/wholefoodsmarket.com); Union Square (A, 157 m, https://directindex.org/r/unionsquarecafe.com); Clos Bistro & Cafe (C, 248 m, https://directindex.org/r/closcafe.com); Intercontinental Hotel Lobby Bar (C, 263 m, https://directindex.org/r/icmiamihotel.com); Starbucks (F, 303 m, https://directindex.org/r/starbucks.com); Miami Sound Bar (D, 320 m, https://directindex.org/r/miamisound.bar); Vanilla (A, 330 m, https://directindex.org/r/vanillacafeus.com); Black Market Miami (C, 383 m, https://directindex.org/r/blackmarketmia.com); Baby Jane Cocktail House & Noodle Bar (D, 394 m, https://directindex.org/r/babyjanemiami.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.


Against its peers: Sites using SevenRooms 70% (53% A or B, 1201 sites); This site 55.4%.

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

## Businesses like GD Lounge & Karaoke in Miami cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami cafes and bars | 823 | 44% | 22% | 55.4% |
| Sites using SevenRooms in Miami cafes and bars | 6 | 73% | 50% | 55.4% |

The best of the sites using SevenRooms in Miami cafes and bars: Cafe Motek - Downtown (A 88.8%, https://directindex.org/r/motek.com); The White Elephant Cocktail Bar (A 87.7%, https://directindex.org/r/thewhiteelephantbar.com); PLANTA (B 70.8%, https://directindex.org/r/plantarestaurants.com); Sugar Rooftop (C 66.3%, https://directindex.org/r/easthotels.com); Bar Bevy Miami (C 66.2%, https://directindex.org/r/swanmiami.com).

With the two fixes above (No structured data for the business; No menu or price list found) the score would be about 87.7%: 52nd of 823 in Miami cafes and bars, up from 305th.

## The direct record
What agents get for GD Lounge & Karaoke, as JSON: https://directindex.org/api/direct/gdmiami.com
- Book: https://www.sevenrooms.com/reservations/gdlounge (vendor on own site: SevenRooms; found by the scan of 2026-10-17, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +13052491222
- Stable links that count: https://directindex.org/go/gdmiami.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): yes
- Ordering vendor that takes agent orders (Square, Toast, or a vendor whose terms allow agents): no
- Vendor terms for agents, SevenRooms: Through partners. SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Read 2026-10-15: https://sevenrooms.com/terms-of-service/

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 1 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 4 of 5, Agent-Integrated. Cloudflare's report: https://isitagentready.com/gdmiami.com
- Link headers on the homepage: yes
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: yes
- Markdown on Accept: text/markdown: yes
- llms.txt: yes
- API catalog (RFC 9727): yes
- MCP server card: yes
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: yes
- 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: yes
- JSON-LD for the business: no

Keep watching this business (https://directindex.org/r/gdmiami.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/gdmiami.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=gdmiami.com&force=1