# Lungo: Agent-Direct Score D (46.2%)

Site: https://lungo.cl/
Report: https://directindex.org/r/lungo.cl
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.)
Lungo is hard for agents to use.
AI assistants can't open Lungo's website, so they go by what other sites say about it.

## Direct links
- Book directly: https://lungo.cl/pages/reservas (on the business's own site)
- Menu: https://lungo.cl/pages/carta

## What to fix first
- Prices: 16 prices on the site, the middle one CLP 24.47

## What the site tells visitors (Measured, not scored)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is.
- **16 prices on the landing page, the middle one CLP 24.47.** 

- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 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
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Lungo",
  "url": "https://lungo.cl/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "General Holley 76",
    "addressLocality": "Providencia"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -33.4204953,
    "longitude": -70.6090507
  },
  "acceptsReservations": "https://lungo.cl/pages/reservas",
  "hasMenu": "https://lungo.cl/pages/carta",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://lungo.cl/pages/reservas",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Structured data found (Organization).** no address, phone or hours in it
- **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
39 of 68 in Santiago cafes and bars. Top 57% 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 | 50% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | no |
| Structured data with address, phone and hours | 10% | no |
| Have an llms.txt | 10% | no |

Nearest places in the index: The Coffee (D, 198 m, https://directindex.org/r/thecoffee.jp); Tuesta (A, 210 m, https://directindex.org/r/tuesta.cl); Castaño (B, 214 m, https://directindex.org/r/castano.cl); Sebastian (B, 267 m, https://directindex.org/r/heladeriasebastian.cl); Havanna (F, 341 m, https://directindex.org/r/havanna.com.ar); California Cantina (C, 353 m, https://directindex.org/r/californiacantina.cl); Oggi Gelato (B, 598 m, https://directindex.org/r/oggigelato.cl); Cafe Ritual (F, 1015 m, https://directindex.org/r/intercontisantiago.com); We Are Four Coffee Roasters (B, 1053 m, https://directindex.org/r/wr4coffee.cl); Café Comics (C, 1524 m, https://directindex.org/r/cafecomics.cl).

## 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 Shopify 46% (24% A or B, 3402 sites); This site 46.2%.

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

## Businesses like Lungo in Santiago cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Santiago cafes and bars | 68 | 52% | 24% | 46.2% |
| Sites built with Shopify in Santiago cafes and bars | 7 | 24% | 0% | 46.2% |

The best of the sites built with Shopify in Santiago cafes and bars: Area 52 (F 35.4%, https://directindex.org/r/area52.cl); Pibaz (F 26.2%, https://directindex.org/r/pibaz.cl); Yeppo - Cafetería y Cosméticos Coreanos (F 23.1%, https://directindex.org/r/yeppo.cl); Puelo Specialty Coffee Bar (F 15.4%, https://directindex.org/r/puelocafe.cl); Caffè Pascucci (F 12.3%, https://directindex.org/r/pascucci.cl).

With the two fixes above (The site turns away every visitor that isn't a browser, AI agents included; Structured data is incomplete), the score would be about 95.4%, which would be first of 68 in Santiago cafes and bars.

## The direct record
What agents get for Lungo, as JSON: https://directindex.org/api/direct/lungo.cl
- Book: https://lungo.cl/pages/reservas (own site; found by the scan of 2026-10-17, not yet tested)
- Order: none on record
- Menu: https://lungo.cl/pages/carta (html_page; from the scan)
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/lungo.cl/book, https://directindex.org/go/lungo.cl/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

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 | 15 | 25 |
| Actionable | 15 | 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/lungo.cl/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/lungo.cl/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=lungo.cl&force=1