# Marcelino's: Agent-Direct Score D (46.2%)

Site: http://www.marcelinopanyvino.com
Report: https://directindex.org/r/marcelinopanyvino.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Marcelino's is hard for agents to use.
An AI assistant can open Marcelino's's website. It can read what Marcelino's offers. It can't find a link to book or order online.

## Direct links
- Menu: https://marcelinopanyvino.com/menu
- Address: Tillery Street 901

## Nearby, also direct
Places near Marcelino's that take a booking or an order on their own website, with no marketplace in between.
- Pueblo Viejo Tillery (570 m): https://directindex.org/r/puebloviejoaustin.com
- Santo Patio Taco Trailer (680 m): https://directindex.org/r/santopatio.com
- Beto's Restaurant (1.4 km): https://directindex.org/r/elreyrestaurant.com
- Los Comales (1.4 km): https://directindex.org/r/loscomalesatx.com
- The Vegan Nom (1.6 km): https://directindex.org/r/thevegannom.com

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. 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 on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript

## 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": "Restaurant",
  "name": "Marcelino's",
  "url": "http://www.marcelinopanyvino.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Tillery Street 901"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 30.2625575,
    "longitude": -97.703538
  },
  "servesCuisine": [
    "mexican"
  ],
  "hasMenu": "https://marcelinopanyvino.com/menu"
}
</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.
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
Not ranked yet in Austin.

| 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 | 92% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes |
| Structured data with address, phone and hours | 62% | no |
| Have an llms.txt | 34% | yes |

Nearest places with a similar menu: Pueblo Viejo Tillery (A, 565 m, https://directindex.org/r/puebloviejoaustin.com); Santo Patio Taco Trailer (A, 676 m, https://directindex.org/r/santopatio.com); El Azteca (F, 882 m, https://directindex.org/r/elaztecaustin.com); Dos Hermanos Tortilla Factory & Restaurant (F, 1385 m, https://directindex.org/r/doshermanos.co.uk); Beto's Restaurant (B, 1404 m, https://directindex.org/r/elreyrestaurant.com); Los Comales (C, 1412 m, https://directindex.org/r/loscomalesatx.com); Tacos Guerrero (F, 1415 m, https://directindex.org/r/toritosdeguerrero.com); La Catedral Del Marisco (F, 1425 m, https://directindex.org/r/lacatedraldelmarisco.com); Taco-Mex (F, 1543 m, https://directindex.org/r/tacomexorders.com); The Vegan Nom (A, 1643 m, https://directindex.org/r/thevegannom.com).

## 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 Austin and named 62 places. Marcelino's wasn't one of them. See who was named: https://directindex.org/city/austin/recommended


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

## The direct record
What agents get for Marcelino's, as JSON: https://directindex.org/api/direct/marcelinopanyvino.com
- Book: none on record
- Order: none on record
- Menu: https://marcelinopanyvino.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/marcelinopanyvino.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 | 23 | 25 |
| Readable | 7 | 25 |
| Actionable | 0 | 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/marcelinopanyvino.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: 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: 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: 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: no

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