# Pan Pa Ya!: Agent-Direct Score B (81.5%)

Site: https://panpayausa.com/doral/
Report: https://directindex.org/r/panpayausa.com
Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Pan Pa Ya! is mostly ready for agents.
An AI assistant can open the website of Pan Pa Ya!. It can read what Pan Pa Ya! offers. It finds a way to book or order directly, through foodieorder.com.

## Direct links
- Menu: https://panpayausa.com/all-day-menu/
- Phone: +1-305-599-1146

## 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
- **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

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

```
# Pan Pa Ya!

> restaurant (colombian) in Northwest 41st Street 10425 33178 Doral, Miami. Phone +1-305-599-1146.

## Book or order directly

- Menu: https://panpayausa.com/all-day-menu/

## Opening hours

Mo-Su 07:00-20:00

## About

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

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
574 of 2979 in Miami. Top 19% 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 | 100% | no |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 68% | yes |
| Have an llms.txt | 44% | no |

Nearest places in the index: Fiesta Mexican Grill (D, 14 m, https://directindex.org/r/fiestamexicangrill.com); Michi's (F, 19 m, https://directindex.org/r/michismiami.com); Honest Roots (C, 24 m, https://directindex.org/r/thehonestroots.com); Fuegos del Sur (A, 58 m, https://directindex.org/r/fuegosdelsur.us); Basilico Ristorante (A, 71 m, https://directindex.org/r/basilicomiami.com); La Fiesta Mexicana (F, 133 m, https://directindex.org/r/carniceriaargentina.com); Mordisco Miami (B, 171 m, https://directindex.org/r/mordiscomiami.com); La Fontana Steakhouse (C, 231 m, https://directindex.org/r/lafontanasteakhouse.com); Cuento Sandwiches (B, 271 m, https://directindex.org/r/cuentosandwiches.com); Ohana Sushi (C, 327 m, https://directindex.org/r/ohanasushimiami.com).

## 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.

Asked 12 everyday questions about Miami, the assistants named 65 places; Pan Pa Ya! was not among them. See who was named: https://directindex.org/city/miami/recommended


Against its peers: Sites built with WordPress 59% (32% A or B, 54721 sites); This site 81.5%.

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

## Businesses like Pan Pa Ya! in Miami

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami | 2979 | 54% | 35% | 81.5% |
| Sites built with WordPress in Miami | 748 | 63% | 43% | 81.5% |

The best of the sites built with WordPress in Miami: Barstool Bites (A 100%, https://directindex.org/r/seasideonthepier.com); Cèrto Italian Restaurant & Private Events (A 100%, https://directindex.org/r/certomiami.com); Felice Brickell (A 100%, https://directindex.org/r/felicerestaurants.com); Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Foozo Artisan Pizza (A 100%, https://directindex.org/r/eatfoozo.com).

With the fix above (Ordering through an unrecognised third party) the score would be about 95.4%: 132nd of 2,979 in Miami, up from 574th.

## The direct record
What agents get for Pan Pa Ya!, as JSON: https://directindex.org/api/direct/panpayausa.com
- Book: none on record
- Order: none on record
- Menu: https://panpayausa.com/all-day-menu/ (html_page; from the scan)
- Hours: Mo-Su 07:00-20:00 (open now) (from OpenStreetMap)
- Phone: +1-305-599-1146
- Stable links that count: https://directindex.org/go/panpayausa.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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 6 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/panpayausa.com
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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/panpayausa.com/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/panpayausa.com/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=panpayausa.com&force=1