# Mucho Mas: Agent-Direct Score B (73.8%)

Site: https://muchomas.us/
Report: https://directindex.org/r/muchomas.us
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Mucho Mas is mostly ready for agents.

## Direct links
- Book directly: https://muchomas.us/-reservations?source=pop_up&spot_id=248662&destination=reservations&promotion=reservations (on the business's own site)
- Menu: https://muchomas.us/north-hollywood-mucho-mas-food-menu
- Phone: +1-818-980-0300

## What to fix first
- **No structured data for the business.** (+14 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). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering through an unrecognised third party.** (no points, still worth doing) 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

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": "Restaurant",
  "name": "Mucho Mas",
  "url": "https://muchomas.us/",
  "telephone": "+1-818-980-0300",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Burbank Boulevard 10405"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.1724102,
    "longitude": -118.3580934
  },
  "servesCuisine": [
    "mexican"
  ],
  "acceptsReservations": "https://muchomas.us/-reservations?source=pop_up&spot_id=248662&destination=reservations&promotion=reservations",
  "hasMenu": "https://muchomas.us/north-hollywood-mucho-mas-food-menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://muchomas.us/-reservations?source=pop_up&spot_id=248662&destination=reservations&promotion=reservations",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Mucho Mas

> restaurant (mexican) in Burbank Boulevard 10405, Los Angeles. Phone +1-818-980-0300.

## Book or order directly

- Book: https://muchomas.us/-reservations?source=pop_up&spot_id=248662&destination=reservations&promotion=reservations (on the business's own site)
- Menu: https://muchomas.us/north-hollywood-mucho-mas-food-menu

## About

- Website: https://muchomas.us/
- 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.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
432 of 1672 in Los Angeles. Top 26% 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% | yes |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes |
| Structured data with address, phone and hours | 48% | no |
| Have an llms.txt | 19% | no |

Nearest places with a similar menu: El Tejano (A, 1643 m, https://directindex.org/r/eltejanotexmex.com); Mexcocina Cafe (F, 1712 m, https://directindex.org/r/mexcocinacafe.com); Taqueria El Tapatio (B, 2254 m, https://directindex.org/r/taqeltap.com); Sharky's Woodfired Mexican Grill (C, 2309 m, https://directindex.org/r/sharkys.com); Cafe De Olla (D, 2402 m, https://directindex.org/r/cafedeollarestaurant.com); Tacos 1986 (B, 2645 m, https://directindex.org/r/tacos1986.com); Los Amigos Bar & Grill (C, 2800 m, https://directindex.org/r/losamigosbarandgrill.com); Poquito Mas (C, 2841 m, https://directindex.org/r/poquitomas.com); Granada (D, 3330 m, https://directindex.org/r/thegranadarestaurant.com); LOQUI (B, 4621 m, https://directindex.org/r/eatloqui.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.

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 15 | 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/muchomas.us
- 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: no

Deep report: https://directindex.org/r/muchomas.us/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=muchomas.us&force=1