# Preto Café: Agent-Direct Score D (53.8%)

Site: https://pretocafe.com.br/
Report: https://directindex.org/r/pretocafe.com.br
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Preto Café is hard for agents to use.

## What to fix first
- **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## 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": "CafeOrCoffeeShop",
  "name": "Preto Café",
  "url": "https://pretocafe.com.br/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Largo do Arouce 99",
    "postalCode": "01219-011",
    "addressLocality": "São Paulo"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": -23.5418732,
    "longitude": -46.6450019
  },
  "openingHours": "Tu-Fr 10:00-18:00;Sa 10:00-17:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "10:00",
      "closes": "18:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "10:00",
      "closes": "17:00"
    }
  ],
  "servesCuisine": [
    "cafetaria"
  ]
}
</script>
```

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

```
# Preto Café

> cafe or coffee shop (cafetaria) in Largo do Arouce 99 01219-011 São Paulo, São Paulo cafes and bars.

## Opening hours

Tu-Fr 10:00-18:00;Sa 10:00-17:00

## About

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

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Person).** but without address, phone or hours

## Since the scan of 2026-10-14 (F then)
- Fixed: No structured data for the business
- New: Structured data was incomplete

## Where it stands
39 of 96 in São Paulo cafes and bars. Top 41% 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 | 90% | no |
| Publish the menu or price list as HTML | 50% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 90% | yes |
| Structured data with address, phone and hours | 0% | no |
| Have an llms.txt | 30% | no |

Nearest places in the index: Bar da Dona Onça (C, 521 m, https://directindex.org/r/bardadonaonca.com.br); Prosa e Vinho (F, 583 m, https://directindex.org/r/intelivino.com.br); Bio Barista Cafés Especiais (F, 644 m, https://directindex.org/r/biobarista.com.br); Bar dos Arcos (F, 771 m, https://directindex.org/r/bardosarcos.com.br); Formosa Hi-Fi (B, 790 m, https://directindex.org/r/formosahifi.com); Café Martinelli Midi (D, 1045 m, https://directindex.org/r/cafemartinellimidi.com.br); Caffe Latte Piccolo (C, 1093 m, https://directindex.org/r/caffelatte.com.br); Outs (F, 1207 m, https://directindex.org/r/clubeouts.com.br); Inferno Club (F, 1226 m, https://directindex.org/r/infernoclub.com.br); Café Piu Piu (C, 1384 m, https://directindex.org/r/cafepiupiu.com.br).

## 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.

Score over 2 scans since 2026-10-14: 2026-10-14 39%, 2026-10-15 54%.

Against its peers: Sites built with WordPress 58% (29% A or B, 36926 sites); This site 53.8%.

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

## Businesses like Preto Café in São Paulo cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in São Paulo cafes and bars | 96 | 47% | 13% | 53.8% |
| Built with WordPress in São Paulo cafes and bars | 37 | 59% | 24% | 53.8% |

The best of Built with WordPress in São Paulo cafes and bars: Bar Astor (B 83.8%, https://directindex.org/r/barastor.com.br); Bar Original (B 83.8%, https://directindex.org/r/baroriginal.com.br); Pirajá (B 83.8%, https://directindex.org/r/piraja.com.br); Formosa Hi-Fi (B 76.9%, https://directindex.org/r/formosahifi.com); Confeitaria Christina (B 74.6%, https://directindex.org/r/confeitariachristina.com.br).

With the three fixes above (No booking or ordering path at all; Structured data is incomplete; No menu or price list found) the score would be about 95.4%: first of 96 in São Paulo cafes and bars.

## The direct record
What agents get for Preto Café, as JSON: https://directindex.org/api/direct/pretocafe.com.br
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Tu-Fr 10:00-18:00;Sa 10:00-17:00 (closed now) (from OpenStreetMap)
- Phone: none on record

## 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

Found one hop past the home page: contact page /pontualidade-e-compromisso-o-que-os-horarios-revelam-durante-a-recuperacao/: business JSON-LD, WhatsApp.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 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/pretocafe.com.br
- 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: 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: 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: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Deep report: https://directindex.org/r/pretocafe.com.br/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=pretocafe.com.br&force=1