# Las Rosas: Agent-Direct Score F (35.4%)

Site: https://lasrosasmiami.com/
Report: https://directindex.org/r/lasrosasmiami.com
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Las Rosas is largely invisible to agents.

## What to fix first
- **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). 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 booking or ordering path at all.** (+15 points) Agents have nothing to act on. 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 menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript

## 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": "BarOrPub",
  "name": "Las Rosas",
  "url": "https://lasrosasmiami.com/",
  "email": "nayra@lasrosasmiami.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Northwest 7th Avenue 2898",
    "postalCode": "33127",
    "addressLocality": "Miami"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.8034368,
    "longitude": -80.2074661
  }
}
</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.

## Since the scan of 2026-10-14 (F then)
- Fixed: nothing
- New: nothing

## Where it stands
33 of 49 in Miami cafes and bars. Top 67% 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% | no |
| Publish the menu or price list as HTML | 90% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 90% | yes |
| Structured data with address, phone and hours | 40% | no |
| Have an llms.txt | 40% | yes |

Nearest places in the index: ON & ON (F, 732 m, https://directindex.org/r/onandonmiami.com); La Sandwicherie Wynwood (C, 1011 m, https://directindex.org/r/lasandwicherie.com); Grails (B, 1224 m, https://directindex.org/r/grailsmiami.com); {petite} maman (C, 1781 m, https://directindex.org/r/mamannyc.com); Rutina Coffee (F, 2076 m, https://directindex.org/r/rutina.coffee); The Corner (C, 2491 m, https://directindex.org/r/thecornermiami.com); Sagrado Cafe (F, 2856 m, https://directindex.org/r/sagrado.cafe); Churchill's Pub (D, 2985 m, https://directindex.org/r/churchillspub.com); Segafredo (F, 3558 m, https://directindex.org/r/segafredo.it); Mama Tried (F, 3576 m, https://directindex.org/r/mamatriedmia.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.

Score over 2 scans since 2026-10-14: 2026-10-14 35%, 2026-10-15 35%.

Against its peers: Sites built with Wix 58% (35% A or B, 3255 sites); This site 35.4%.

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

## Businesses like Las Rosas in Miami cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Miami cafes and bars | 49 | 47% | 33% | 35.4% |
| Built with Wix in Miami cafes and bars | 4 | 62% | 25% | 35.4% |

The best of Built with Wix in Miami cafes and bars: La Colada Gourmet (B 73.8%, https://directindex.org/r/lacoladagourmet.com); Le Parc Café (C 68.8%, https://directindex.org/r/coralgablescountryclub.com); Navi Coffee & Flowers (C 68.8%, https://directindex.org/r/navimiami.com).

With the three fixes above (No structured data for the business; No booking or ordering path at all; No menu or price list found) the score would be about 92.3%: 2nd of 49 in Miami cafes and bars, up from 33rd.

## The direct record
What agents get for Las Rosas, as JSON: https://directindex.org/api/direct/lasrosasmiami.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): yes
- 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 | 23 | 25 |
| Readable | 0 | 25 |
| Actionable | 0 | 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/lasrosasmiami.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: 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/lasrosasmiami.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=lasrosasmiami.com&force=1