# Magdalena Coffee & Houseplants: Agent-Direct Score F (27.7%)

Site: http://www.magdalenacoffee.com/
Report: https://directindex.org/r/magdalenacoffee.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.)
Magdalena Coffee & Houseplants is largely invisible to agents.
AI assistants cannot open the website of Magdalena Coffee & Houseplants, so they rely on what other sites say about it.

## Direct links
- Order directly: https://app.squareup.com/gift/MLX6GY1K4V6Z2/order (through square acting for the business)

## What to fix first
- Prices: 8 prices on the site, the middle one $28.00

## What the site tells visitors (Measured, not scored)
- **8 prices on the landing page, the middle one $28.00.** In Miami, the middle price of comparable sites that show prices is $20.00.

- **The site turns every visitor without a browser away, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge); only a real browser got the page. Every AI crawler and agent is turned away the same way, so Reachable scores 0 and the rest is measured on the rendered page. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. 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": "Organization",
  "name": "Magdalena Coffee & Houseplants",
  "url": "http://www.magdalenacoffee.com/",
  "address": "321 NE 26th St, 33137, Miami",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.80179565,
    "longitude": -80.18829083
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://app.squareup.com/gift/MLX6GY1K4V6Z2/order",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.
- **Structured data present (Organization).** but without address, phone or hours
- **Ordering through square on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
593 of 823 in Miami cafes and bars. Top 72% 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% | no |
| Structured data with address, phone and hours | 49% | no |
| Have an llms.txt | 22% | no |

Nearest places in the index: Cafeteria Adelita (F, 123 m, https://directindex.org/r/lapalapahondurena.com); Studio24.coffee (F, 202 m, https://directindex.org/r/studiotwentyfour.com); Devia Juice Bar At Midtown Garden (B, 294 m, https://directindex.org/r/deviajuicebar.com); Planet Kids Indoor Playground & Cafe (D, 303 m, https://directindex.org/r/planetkidsplayplayground.com); Caja Caliente (F, 305 m, https://directindex.org/r/caja-caliente.com); The Hideout Café (F, 412 m, https://directindex.org/r/hideoutmiami.com); Dreamer Miami Açai Juice Matcha Paraiso (D, 545 m, https://directindex.org/r/dreamermiami.com); La Otra (D, 592 m, https://directindex.org/r/bio.site); Vlada Lounge (F, 645 m, https://directindex.org/r/vladabar.com); Mr. Baguette - Wynwood (C, 660 m, https://directindex.org/r/mrbmiami.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 built with Shopify 46% (24% A or B, 3402 sites); Sites using Square 65% (41% A or B, 1644 sites); This site 27.7%.

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

## Businesses like Magdalena Coffee & Houseplants 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% | 27.7% |
| Sites built with Shopify in Miami cafes and bars | 61 | 30% | 5% | 27.7% |
| Sites using Square in Miami cafes and bars | 6 | 53% | 17% | 27.7% |
| Sites built with Shopify and using Square in Miami cafes and bars | 3 | 41% | 33% | 27.7% |

The best of the sites using Square in Miami cafes and bars: Vice City Bean (B 78.8%, https://directindex.org/r/vicecitybean.com); Atelier Monnier South Beach Café (C 66.2%, https://directindex.org/r/ateliermonnier.com); Rodilla (C 64.6%, https://directindex.org/r/rodilla.com); White Rose Coffee (C 64.6%, https://directindex.org/r/whiterose.coffee); Finca’s Coffee (F 16.9%, https://directindex.org/r/fincascoffee.com).

With the three fixes above (The site turns every visitor without a browser away, AI agents included; Structured data is incomplete; No menu or price list found) the score would be about 87.7%: 52nd of 823 in Miami cafes and bars, up from 593rd.

## The direct record
What agents get for Magdalena Coffee & Houseplants, as JSON: https://directindex.org/api/direct/magdalenacoffee.com
- Book: none on record
- Order: https://app.squareup.com/gift/MLX6GY1K4V6Z2/order (vendor on own site: Square; found by the scan of 2026-10-17, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/magdalenacoffee.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): yes
- Vendor terms for agents, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations

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 | 8 | 25 |
| Actionable | 10 | 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: yes

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