# Café Mandrake: Agent-Direct Score C (55.4%)

Site: https://cafemandrake.cl
Report: https://directindex.org/r/cafemandrake.cl
Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Café Mandrake is partly visible to agents.
An AI assistant can open Café Mandrake's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.

## Direct links
- Phone: 9 6127 7456
- Address: Las Condes
- WhatsApp: a link on the site

## Nearby, also direct
Places near Café Mandrake that take a booking or an order on their own website, with no marketplace in between.
- Red2One (320 m): https://directindex.org/r/marriott.com

## What to fix first
- **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
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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 Santiago, 7.7% of comparable sites declare one.

## 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": "Organization",
  "name": "Café Mandrake",
  "url": "https://cafemandrake.cl",
  "telephone": "9 6127 7456",
  "address": "Las Condes",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -33.41676,
    "longitude": -70.59704
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it

## Where it stands
162 of 440 in Santiago cafes and bars. Top 37% 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% | no |
| Publish the menu or price list as HTML | 57% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes |
| Structured data with address, phone and hours | 7% | no |
| Have an llms.txt | 15% | yes |

Nearest places in the index: Viasanto Caffè (C, 178 m, https://directindex.org/r/viasanto.cl); Ritual (F, 183 m, https://directindex.org/r/caferitual.com); Escuela de Baristas de Chile (F, 191 m, https://directindex.org/r/escueladebaristaschile.cl); Fix Cafe (F, 243 m, https://directindex.org/r/fixcafe.cl); Red2One (C, 324 m, https://directindex.org/r/marriott.com); Work/Café Santander El Golf (F, 352 m, https://directindex.org/r/santander.cl); Ciro's (F, 364 m, https://directindex.org/r/cirosbar.cl); Vop Cafe Bistro (D, 380 m, https://directindex.org/r/vop.cl); The Loft (C, 410 m, https://directindex.org/r/theloftroom.cl); Alma Mía Bar (F, 506 m, https://directindex.org/r/almamiabar.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 47% (26% A or B, 6116 sites); This site 55.4%.

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

## Businesses like Café Mandrake in Santiago cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Santiago cafes and bars | 440 | 48% | 19% | 55.4% |
| Sites built with Shopify in Santiago cafes and bars | 34 | 37% | 9% | 55.4% |

The best of the sites built with Shopify in Santiago cafes and bars: Café Caribe (B 73.8%, https://directindex.org/r/cafecaribe.cl); Café Nocciola (B 73.8%, https://directindex.org/r/nocciola.cl); We Are Four Coffee Roasters (B 73.8%, https://directindex.org/r/wearefour.cl); Santa Victoria (C 69.2%, https://directindex.org/r/santavictoria.cl); La Jungla Plants & Coffee (C 64.6%, https://directindex.org/r/lajunglastore.cl).

With the three fixes above (No booking or ordering link on the website; No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 3rd of 440 in Santiago cafes and bars, up from 162nd.

## The direct record
What agents get for Café Mandrake, as JSON: https://directindex.org/api/direct/cafemandrake.cl
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 9 6127 7456

## 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

Found one hop past the home page: contact page /pages/contact: phone.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 9 | 25 |
| Actionable | 2 | 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/cafemandrake.cl
- 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: yes
- 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: yes
- OAuth protected resource metadata: yes
- 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: yes
- JSON-LD for the business: yes

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