# Pans & Company: Agent-Direct Score B (70.8%)

Site: http://pansandcompany.pt
Report: https://directindex.org/r/pans.pt
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.)
Pans & Company is mostly ready for agents.

## Direct links
- Menu: https://www.pans.pt/pans-go/
- Phone: 296 288 170

## What to fix first
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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": "Organization",
  "name": "Pans & Company",
  "url": "http://pansandcompany.pt",
  "telephone": "296 288 170",
  "address": "C. C. Parque Nascente, 4435, Rio Tinto",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.174248125251246,
    "longitude": -8.566095355724133
  }
}
</script>
```

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

```
# Pans & Company

> organization in C. C. Parque Nascente, 4435, Rio Tinto, Porto. Phone 296 288 170.

## Book or order directly

- Menu: https://www.pans.pt/pans-go/

## About

- Website: http://pansandcompany.pt
- 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 (Organization).** but without address, phone or hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
122 of 492 in Porto. Top 25% 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 | 98% | no |
| Publish the menu or price list as HTML | 86% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 88% | yes |
| Structured data with address, phone and hours | 28% | no |
| Have an llms.txt | 36% | no |

Nearest places in the index: Sabor Gaucho (B, 30 m, https://directindex.org/r/saborgaucho.pt); Restaurante Casa da Pedra (B, 207 m, https://directindex.org/r/restaurantecasadapedra.pt); Paraíso da Gula (F, 330 m, https://directindex.org/r/paraisodagula.pt); Cervejaria Europa (F, 624 m, https://directindex.org/r/europaagency.com); Hilariante Burger (B, 1051 m, https://directindex.org/r/edenred.pt); Churrascaria Chão Verde (F, 1083 m, https://directindex.org/r/comunidades.pt); Yuko Tavern (F, 1662 m, https://directindex.org/r/yuko.com.pt); Alma Portuguesa - Cabazes Gourmet (F, 1689 m, https://directindex.org/r/almaportuguesacabazesgourmet.com); A Regateira - Gastrobar (B, 1741 m, https://directindex.org/r/regateiragastrobar.pt); Máfama (F, 1755 m, https://directindex.org/r/mafama.pt).

## 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.

Against its peers: Sites built with WordPress 58% (29% A or B, 36926 sites); This site 70.8%.

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

## Businesses like Pans & Company in Porto

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Porto | 492 | 50% | 26% | 70.8% |
| Built with WordPress in Porto | 187 | 63% | 42% | 70.8% |

The best of Built with WordPress in Porto: Taberna Asiática (A 100%, https://directindex.org/r/tabernaasiatica.pt); Gastro by Elemento (A 95.4%, https://directindex.org/r/gastroelemento.com); Ristorante Toscano (A 95.4%, https://directindex.org/r/ristorantetoscano.pt); O Gaveto (A 91%, https://directindex.org/r/ogaveto.com); Restaurante Churrasqueira A Brasa (A 91%, https://directindex.org/r/restauranteabrasa.pt).

With the two fixes above (Ordering through an unrecognised third party; Structured data is incomplete) the score would be about 95.4%: 5th of 492 in Porto, up from 122nd.

This site appears in 2 cities (2 places on pans.pt). https://directindex.org/brand/pans.pt

## The direct record
What agents get for Pans & Company, as JSON: https://directindex.org/api/direct/pans.pt
- Book: none on record
- Order: none on record
- Menu: https://www.pans.pt/pans-go/ (html_page; from the scan)
- Hours: none on record
- Phone: 296 288 170
- Stable links that count: https://directindex.org/go/pans.pt/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

Found one hop past the home page: menu page /pans-go/: ordering via ubereats, ordering link (other), ordering via bolt_food.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 6 | 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/pans.pt
- 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: 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: 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

Keep watching this business (https://directindex.org/r/pans.pt/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/pans.pt/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=pans.pt&force=1
