# Grand Cafe: Agent-Direct Score F (0%)

Site: https://grandcafemiami.com
Report: https://directindex.org/r/grandcafemiami.com
Scanned: 2026-10-17 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Grand Cafe is largely invisible to agents.
AI assistants can't open Grand Cafe's website, so they go by what other sites say about it.
## What to fix first

- **The site turns away every visitor that isn't a browser, AI agents included.** (+23 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.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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
- **Almost no text without JavaScript.** (no points, but worth doing) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript

## 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": "CafeOrCoffeeShop",
  "name": "Grand Cafe",
  "url": "https://grandcafemiami.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Collins Avenue 540",
    "postalCode": "33139",
    "addressLocality": "Miami Beach"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.7750435,
    "longitude": -80.1330597
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.

## Where it stands
728 of 823 in Miami cafes and bars. Top 88% 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% | no |
| Publish the menu or price list as HTML | 88% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | no |
| Structured data with address, phone and hours | 49% | no |
| Have an llms.txt | 22% | no |

Nearest places in the index: Trubar juice bar (F, 10 m, https://directindex.org/r/trubarjuicebar.com); Sunny Side Cafe & Eatery (D, 113 m, https://directindex.org/r/sunnysidemiami.com); Dolce Vita Gelati (F, 146 m, https://directindex.org/r/dolcevitagelati.com); Las Olas (F, 203 m, https://directindex.org/r/lasolascafesb.com); Minibar (A, 327 m, https://directindex.org/r/minibarmiami.com); Bar Idol (F, 344 m, https://directindex.org/r/baridolsobe.com); Il Dante Caffe (F, 354 m, https://directindex.org/r/ildantecaffemiami.com); News Cafe (A, 380 m, https://directindex.org/r/newscafesouthbeach.com); Limonada Bar + Brunch (A, 413 m, https://directindex.org/r/limonadasouthbeach.com); Room 55 (B, 425 m, https://directindex.org/r/pelicanhotel.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.


Compared with its peers: Sites built with WordPress 58% (30% A or B, 68857 sites); This site 0%.

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

## Businesses like Grand Cafe 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% | 0% |
| Sites built with WordPress in Miami cafes and bars | 187 | 60% | 35% | 0% |

The best of the sites built with WordPress in Miami cafes and bars: Bottled Blonde Miami (A 100%, https://directindex.org/r/bottledblondescottsdale.com); Healthy & Happy Cafe (A 100%, https://directindex.org/r/healthyandhappycafe.com); Hookah bar at Kanoli (A 100%, https://directindex.org/r/puff-hookah.com); Marion Miami (A 100%, https://directindex.org/r/marionmiami.com); The Avalon Miami (A 100%, https://directindex.org/r/theavalonmiami.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 booking or ordering link on the website), the score would be about 81.5%. That would be 92nd of 823 in Miami cafes and bars, up from 728th.

## The direct record
What agents get for Grand Cafe, as JSON: https://directindex.org/api/direct/grandcafemiami.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: none on record

## 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 | 0 | 25 |
| Actionable | 0 | 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/grandcafemiami.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/grandcafemiami.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=grandcafemiami.com&force=1