# Mamacita's Latin Restaurante: Agent-Direct Score B (70.8%)

Site: http://www.mamacitagrill.com
Report: https://directindex.org/r/mamacitagrill.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.)
Mamacita's Latin Restaurante is mostly ready for agents.
An AI assistant can open the website of Mamacita's Latin Restaurante. It can read what Mamacita's Latin Restaurante offers. It finds no link to book or order online, only a phone number.

## Direct links
- Menu: https://www.mamacitagrill.com/about
- Phone: (305) 200-5722

## What to fix first

- **No booking or ordering link on the website.** (+13 points) Only a phone number or WhatsApp, which agents cannot use yet. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **The phone on the site is not the one the open data lists.** The site shows 954-925-7988; OpenStreetMap or Overture Maps lists (305) 200-5722. An assistant that sees two different numbers does not know which to trust. Correct the wrong one: the site, or the map data at openstreetmap.org.

## 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": "LocalBusiness",
  "name": "Mamacita's Latin Restaurante",
  "url": "http://www.mamacitagrill.com",
  "telephone": "(305) 200-5722",
  "address": "2901 SW 8th St #107, 33135, Miami",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.765303087045684,
    "longitude": -80.24113913532183
  }
}
</script>
```

## 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 (LocalBusiness).** address, phone
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
1034 of 2979 in Miami. Top 35% 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% | no |
| Have an llms.txt | 44% | yes |

Nearest places in the index: Casa Chan Restaurant (D, 4 m, https://directindex.org/r/emteahouse.com); Milanga's Restaurant (D, 6 m, https://directindex.org/r/milangas.com); Alba's Cafe and Restaurant (F, 8 m, https://directindex.org/r/albascafeandrestaurant.com); Pollo Campero (B, 82 m, https://directindex.org/r/campero.com); Milly's Restaurant (B, 130 m, https://directindex.org/r/millysrestaurant.com); Social 27 Cuban Supper Club (B, 357 m, https://directindex.org/r/promenadepizza.us); Tin Tin (C, 358 m, https://directindex.org/r/tintinmiami.co); Taqueria Viva Mexico (F, 389 m, https://directindex.org/r/grubbrr.com); Gallo De Oro Restaurant (F, 392 m, https://directindex.org/r/gallodeororestaurantfl.com); Maru And Friends (F, 507 m, https://directindex.org/r/maruandfriends.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; Mamacita's Latin Restaurante was not among them. See who was named: https://directindex.org/city/miami/recommended


Against its peers: Sites built with Wix 49% (23% A or B, 7935 sites); This site 70.8%.

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

## Businesses like Mamacita's Latin Restaurante in Miami

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami | 2979 | 54% | 35% | 70.8% |
| Sites built with Wix in Miami | 195 | 71% | 55% | 70.8% |

The best of the sites built with Wix in Miami: R House Wynwood (A 100%, https://directindex.org/r/rhousewynwood.com); RosaNegra Miami (A 100%, https://directindex.org/r/rosanegrarestaurant.us); 3 Chefs Chinese & Vietnamese Food (A 95.4%, https://directindex.org/r/3chefs-mia.com); D'Oro Caffe & Market (A 95.4%, https://directindex.org/r/dorocaffe.com); Fuegos del Sur (A 95.4%, https://directindex.org/r/fuegosdelsur.us).

With the two fixes above (No booking or ordering link on the website; Structured data is incomplete) the score would be about 95.4%: 132nd of 2,979 in Miami, up from 1034th.

## The direct record
What agents get for Mamacita's Latin Restaurante, as JSON: https://directindex.org/api/direct/mamacitagrill.com
- Book: none on record
- Order: none on record
- Menu: https://www.mamacitagrill.com/about (html_page; from the scan)
- Hours: none on record
- Phone: (305) 200-5722
- Stable links that count: https://directindex.org/go/mamacitagrill.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): 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 /contact-us: phone.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 19 | 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/mamacitagrill.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: yes

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