# Luna Pasta e Dolci: Agent-Direct Score C (67.2%)

Site: https://www.lunapastaedolci.com
Report: https://directindex.org/r/lunapastaedolci.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.)
Luna Pasta e Dolci is partly visible to agents.
Some AI assistants are turned away by the website of Luna Pasta e Dolci. It can read what Luna Pasta e Dolci offers. To book or order, it is sent to Resy, a marketplace.

## Direct links
- Menu: https://lunapastaedolci.com/our-menus/
- Phone: +13059562431

## What to fix first
- Prices: 22 prices on the site, the middle one $11.50

## What the site tells visitors (Measured, not scored)
- **22 prices on the landing page, the middle one $11.50.** In Miami, the middle price of comparable sites that show prices is $15.37.

- **Booking only through resy.** (+9 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **The server turns AI crawlers away at the door.** (+3.3 points) Live fetches as GPTBot (http_429) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **The phone on the site is not the one the open data lists.** The site shows +45%20453%203432; OpenStreetMap or Overture Maps lists +13059562431. An assistant that sees two different numbers does not know which to trust. Correct the wrong one: the site, or the map data at openstreetmap.org.

## 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": "Luna Pasta e Dolci",
  "url": "https://www.lunapastaedolci.com",
  "telephone": "+13059562431",
  "address": "6815 Biscayne Blvd Ste 101, 33138, Miami",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.83847447,
    "longitude": -80.18403019
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **Structured data present (Organization).** but without address, phone or hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
1117 of 2979 in Miami. 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% | no |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | no |
| Structured data with address, phone and hours | 68% | no |
| Have an llms.txt | 44% | yes |

Nearest places with a similar menu: Patio Isola (C, 75 m, https://directindex.org/r/casaisolamiami.com); Winewood (F, 374 m, https://directindex.org/r/admediasolution.com); Villa Posillipo (D, 922 m, https://directindex.org/r/villaposillipo.it); San Lorenzo Ristorante (D, 926 m, https://directindex.org/r/sanlorenzomiami.com); Osteria (B, 1154 m, https://directindex.org/r/osteria.miami); Pasta Market (D, 1555 m, https://directindex.org/r/pastamarkethandmade.com); Stanzione Pizza (B, 1755 m, https://directindex.org/r/stanzionepizza.com); Boia De (B, 1761 m, https://directindex.org/r/boiaderestaurant.com); Borti Pasta Bar (D, 1762 m, https://directindex.org/r/bortipasta.com); Le Specialità (A, 2925 m, https://directindex.org/r/lespecialitamia.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.

Asked 12 everyday questions about Miami, the assistants named 65 places; Luna Pasta e Dolci was not among them. See who was named: https://directindex.org/city/miami/recommended


Against its peers: Sites built with WordPress 59% (32% A or B, 54721 sites); Sites using Resy 68% (46% A or B, 759 sites); This site 67.2%.

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

## Businesses like Luna Pasta e Dolci in Miami

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami | 2979 | 54% | 35% | 67.2% |
| Sites built with WordPress in Miami | 748 | 63% | 43% | 67.2% |
| Sites using Resy in Miami | 42 | 66% | 43% | 67.2% |
| Sites built with WordPress and using Resy in Miami | 15 | 64% | 33% | 67.2% |

The best of the sites built with WordPress and using Resy in Miami: Daniel's Miami (A 92.3%, https://directindex.org/r/danielssteak.com); Layali Miami (A 87.7%, https://directindex.org/r/layalimiami.com); Pastis  (B 76.9%, https://directindex.org/r/pastismiami.com); The Fatty Crab (B 74.3%, https://directindex.org/r/thefattycrab.com); The Wagyu Bar (B 71.8%, https://directindex.org/r/thewagyubar.com).

With the three fixes above (Booking only through resy; Ordering through an unrecognised third party; Structured data is incomplete) the score would be about 100%: first of 2,979 in Miami.

## The direct record
What agents get for Luna Pasta e Dolci, as JSON: https://directindex.org/api/direct/lunapastaedolci.com
- Book: none on record
- Order: none on record
- Menu: https://lunapastaedolci.com/our-menus/ (html_page; from the scan)
- Hours: none on record
- Phone: +13059562431
- Stable links that count: https://directindex.org/go/lunapastaedolci.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): 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 21.7 | 25 |
| Readable | 16 | 25 |
| Actionable | 6 | 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/lunapastaedolci.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: yes

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