# El Pingüino: Agent-Direct Score F (27.7%)

Site: http://www.pizzeriaelpinguino.com
Report: https://directindex.org/r/pizzeriaelpinguino.com
Scanned: 2026-10-18 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
El Pingüino is largely invisible to agents.
AI assistants can't open El Pingüino's website, so they go by what other sites say about it.

## Direct links
- Menu: http://www.pizzeriaelpinguino.com/carta-de-comidas.html
- Phone: +541145852210

## What to fix first
- WhatsApp: a link on the site

## 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. In Buenos Aires, 9.3% of comparable sites declare one.

- **The site turns away every visitor that isn't a browser, AI agents included.** (+22 points) A plain fetch was refused (http_403). 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
- **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No working HTTPS.** (no points, but worth doing) The page is only served over plain http. Browsers and agents rank it lower or refuse it.

## 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": "LocalBusiness",
  "name": "El Pingüino",
  "url": "http://www.pizzeriaelpinguino.com",
  "telephone": "+541145852210",
  "address": "Av. Gaona 3302, C1416, Ciudad de Buenos Aires",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -34.61932906,
    "longitude": -58.47174502
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Structured data found (LocalBusiness).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
684 of 789 in Buenos Aires. Top 87% 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 | 89% | no |
| Publish the menu or price list as HTML | 67% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | no |
| Structured data with address, phone and hours | 20% | no |
| Have an llms.txt | 44% | no |

Nearest places with a similar menu: El Ombu (B, 1263 m, https://directindex.org/r/estanciaelombu.com); Mi Gusto (F, 1391 m, https://directindex.org/r/migustoesdiferente.com.ar); Pizza Pizza (F, 1837 m, https://directindex.org/r/pizzapizza.ca); Torino Norte (C, 2072 m, https://directindex.org/r/pizzeriatorino.com.ar); El Anden (D, 2243 m, https://directindex.org/r/elandenclub.com.ar); Miramar (D, 2386 m, https://directindex.org/r/miramarpizzacafe.com); El Jardín (C, 2940 m, https://directindex.org/r/pizzeriaeljardin.com); Teglia (D, 3017 m, https://directindex.org/r/teglia.com.ar); La Farola de Dorrego (F, 3766 m, https://directindex.org/r/lafaroladorrego.com); Quick (D, 4150 m, https://directindex.org/r/quick.fr).

## 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.

The assistants were asked 12 everyday questions about Buenos Aires and named 52 places. El Pingüino wasn't one of them. See who was named: https://directindex.org/city/buenos-aires/recommended


Compared with its peers: Sites built with Duda 40% (10% A or B, 760 sites); This site 27.7%.

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

## Businesses like El Pingüino in Buenos Aires

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Buenos Aires | 789 | 46% | 13% | 27.7% |
| Sites built with Duda in Buenos Aires | 4 | 14% | 0% | 27.7% |

The best of the sites built with Duda in Buenos Aires: Genovés (D 43.1%, https://directindex.org/r/genovesrestaurante.com); El Timón (F 4.6%, https://directindex.org/r/eltimondedonjesus.com); La Flor De San Juan (F 4.6%, https://directindex.org/r/laflordesanjuan.com); Pollos (F 3.1%, https://directindex.org/r/lodeclaudio.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No booking or ordering link on the website; Structured data is incomplete), the score would be about 90.8%. That would be 8th of 789 in Buenos Aires, up from 684th.

## The direct record
What agents get for El Pingüino, as JSON: https://directindex.org/api/direct/pizzeriaelpinguino.com
- Book: none on record
- Order: none on record
- Menu: http://www.pizzeriaelpinguino.com/carta-de-comidas.html (html_page; from the scan)
- Hours: none on record
- Phone: +541145852210
- Stable links that count: https://directindex.org/go/pizzeriaelpinguino.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

Only a real browser got this page (a plain fetch got http_403); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 16 | 25 |
| Actionable | 2 | 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/pizzeriaelpinguino.com/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/pizzeriaelpinguino.com/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=pizzeriaelpinguino.com&force=1