# Museo Larco Café Restaurant: Agent-Direct Score A (87.7%)

Site: https://cafe.museolarco.org/
Report: https://directindex.org/r/museolarco.org
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Museo Larco Café Restaurant is ready for agents.
An AI assistant can open Museo Larco Café Restaurant's website. It can read what Museo Larco Café Restaurant offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://cafe.museolarco.org/#reservas (on the business's own site)
- Menu: https://cafe.museolarco.org/#carta
- Phone: +511 4624757
- Address: Avenida Simón Bolívar 1515 Pueblo Libre
- Hours, from OpenStreetMap: Mon–Fri 09:30–22:00; Sat closed; Sun 09:30–18:00
- Step-free access (OpenStreetMap)
- Languages: English, Spanish, French
- WhatsApp: a link on the site

## Nearby, also direct
Places near Museo Larco Café Restaurant that take a booking or an order on their own website, with no marketplace in between.
- Long Horn (1.3 km): https://directindex.org/r/longhorn.com.pe
- Tanta (1.4 km): https://directindex.org/r/tantaperu.com
- Mis costillitas (2 km): https://directindex.org/r/miscostillitas.com
- Bembos (2 km): https://directindex.org/r/bembos.com.pe
- Perroquet (3.7 km): https://directindex.org/r/countryclublimahotel.com

## What to fix first
- **Structured data is incomplete.** (+5 points) Missing: address, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business
- **The phone number on the site doesn't match the open map data.** The site shows +51994272895, but OpenStreetMap or Overture Maps lists +511 4624757. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## 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": "Restaurant",
  "name": "Museo Larco Café Restaurant",
  "url": "https://cafe.museolarco.org/",
  "telephone": "+511 4624757",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Avenida Simón Bolívar 1515",
    "addressLocality": "Pueblo Libre"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -12.0722687,
    "longitude": -77.0707624
  },
  "openingHours": "Mo-Fr 09:30-22:00; Su 09:30-18:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "09:30",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "09:30",
      "closes": "18:00"
    }
  ],
  "servesCuisine": [
    "coffee shop",
    "peruvian"
  ],
  "acceptsReservations": "https://cafe.museolarco.org/#reservas",
  "hasMenu": "https://cafe.museolarco.org/#carta",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://cafe.museolarco.org/#reservas",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# Museo Larco Café Restaurant

> restaurant (coffee shop, peruvian) in Avenida Simón Bolívar 1515 Pueblo Libre, Lima. Phone +511 4624757.

## Book or order directly

- Book: https://cafe.museolarco.org/#reservas (on the business's own site)
- Menu: https://cafe.museolarco.org/#carta

## Opening hours

Mo-Fr 09:30-22:00; Su 09:30-18:00

## About

- Website: https://cafe.museolarco.org/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** phone
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
11 of 176 in Lima. Top 6% 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% | yes |
| Publish the menu or price list as HTML | 72% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 11% | no |
| Have an llms.txt | 6% | no |

Nearest places in the index: Long Horn (D, 1345 m, https://directindex.org/r/longhorn.com.pe); Tanta (A, 1396 m, https://directindex.org/r/tantaperu.com); Mis costillitas (B, 1977 m, https://directindex.org/r/miscostillitas.com); Bembos (B, 1993 m, https://directindex.org/r/bembos.com.pe); El fogón del asador (D, 2429 m, https://directindex.org/r/elfogondelasador.com.pe); La Casa de España (F, 2887 m, https://directindex.org/r/lacasadeespana.com); Rodizio (D, 3027 m, https://directindex.org/r/rodizio.com.pe); El Merlín de Cabo Blanco (F, 3094 m, https://directindex.org/r/elmerlin.com); Mi Carcochita (D, 3507 m, https://directindex.org/r/micarcochita.com.pe); Perroquet (C, 3747 m, https://directindex.org/r/countryclublimahotel.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.

Recommended when people ask: "Brunch on Sunday for four. Where can I reserve?" (ChatGPT)


Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 87.7%.

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

## Named by ChatGPT for "Brunch on Sunday for four. Where can I reserve?" in Lima, October 2026
- "Brunch on Sunday for four. Where can I reserve?" (2026-10-22): ChatGPT with a link to this site. https://directindex.org/city/lima/recommended/brunch
Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/museolarco.org.svg

## Businesses like Museo Larco Café Restaurant in Lima

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Lima | 176 | 49% | 30% | 87.7% |
| Sites built with WordPress in Lima | 53 | 62% | 42% | 87.7% |

The best of the sites built with WordPress in Lima: Astrid y Gastón (A 100%, https://directindex.org/r/astridygaston.com); Tanta (A 95.4%, https://directindex.org/r/tantaperu.com); Panchita (A 90.8%, https://directindex.org/r/panchita.pe); Canta Rana (A 89.2%, https://directindex.org/r/cantarana.pe); La Romántica (A 86.2%, https://directindex.org/r/laromantica.pe).

With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 2nd of 176 in Lima, up from 11th.

## The direct record
What agents get for Museo Larco Café Restaurant, as JSON: https://directindex.org/api/direct/museolarco.org
- Book: https://cafe.museolarco.org/#reservas (own site; found by the scan of 2026-10-24, not yet tested)
- Order: none on record
- Menu: https://cafe.museolarco.org/#carta (html_page; from the scan)
- Hours: Mo-Fr 09:30-22:00; Su 09:30-18:00 (closed now) (from OpenStreetMap)
- Phone: +511 4624757
- Stable links that count: https://directindex.org/go/museolarco.org/book, https://directindex.org/go/museolarco.org/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 | 25 | 25 |
| Readable | 17 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/museolarco.org
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- 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: yes
- 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/museolarco.org/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/museolarco.org/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=museolarco.org&force=1