# Cielito Lindo: Agent-Direct Score A (93.8%)

Site: https://www.cielitolindo.org/
Report: https://directindex.org/r/cielitolindo.org
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.)
Cielito Lindo is ready for agents.
An AI assistant can open the website of Cielito Lindo. It can read what Cielito Lindo offers. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://www.cielitolindo.org/order-direct (on the business's own site)
- Menu: https://www.cielitolindo.org/menu
- Phone: +1-213-687-4391

## What to fix first
- **Structured data is incomplete.** (+1 points) Missing: telephone. 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": "FastFoodRestaurant",
  "name": "Cielito Lindo",
  "url": "https://www.cielitolindo.org/",
  "telephone": "+1-213-687-4391",
  "email": "info@cielitolindo.org",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Olvera Street 23",
    "postalCode": "90012",
    "addressLocality": "Los Angeles"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.0579573,
    "longitude": -118.237396
  },
  "openingHours": "Mo-Th,Su 09:00-20:00; Fr-Sa 09:00-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Sunday"
      ],
      "opens": "09:00",
      "closes": "20:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "09:00",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "mexican"
  ],
  "hasMenu": "https://www.cielitolindo.org/menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.cielitolindo.org/order-direct",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Cielito Lindo

> fast food restaurant (mexican) in Olvera Street 23 90012 Los Angeles, Los Angeles. Phone +1-213-687-4391.

## Book or order directly

- Order: https://www.cielitolindo.org/order-direct (on the business's own site)
- Menu: https://www.cielitolindo.org/menu

## Opening hours

Mo-Th,Su 09:00-20:00; Fr-Sa 09:00-21:00

## About

- Website: https://www.cielitolindo.org/
- 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 (LocalBusiness).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
Not ranked yet in Los Angeles.

| 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 | 98% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes |
| Structured data with address, phone and hours | 42% | no |
| Have an llms.txt | 18% | no |

Nearest places with a similar menu: Juanita's Cafe (D, 15 m, https://directindex.org/r/juanitascafela.com); Las Anitas (B, 18 m, https://directindex.org/r/lasanitas.com); Café Tondo (D, 534 m, https://directindex.org/r/cafetondo.com); Mexicali Taco (C, 978 m, https://directindex.org/r/mexicalitaco.com); Pez Cantina (A, 1632 m, https://directindex.org/r/pezcantina.com); Guisados (B, 1808 m, https://directindex.org/r/guisados.la); Damian (C, 2844 m, https://directindex.org/r/damiandtla.com); Hill Grill (F, 2852 m, https://directindex.org/r/hillgrilldtla.com); El Huarachito (D, 3073 m, https://directindex.org/r/elhuarachito.com); El Burrito Panzon (F, 3235 m, https://directindex.org/r/el-burrito-panzon.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.

Against its peers: Sites built with Squarespace 65% (48% A or B, 7098 sites); This site 93.8%.

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

## Businesses like Cielito Lindo in Los Angeles

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles | 1273 | 49% | 37% | 93.8% |
| Sites built with Squarespace in Los Angeles | 150 | 74% | 67% | 93.8% |

The best of the sites built with Squarespace in Los Angeles: Ammatoli (A 93.8%, https://directindex.org/r/ammatoli.com); Earle’s on Crenshaw (A 93.8%, https://directindex.org/r/earlesrestaurant.com); Ferrarini (A 93.8%, https://directindex.org/r/ferrarinicafebh.com); Flame International (A 93.8%, https://directindex.org/r/flameinternational.com); Laurel Hardware (A 93.8%, https://directindex.org/r/laurelhardware.com).

With the fix above (Structured data is incomplete) the score would be about 95.4%: 15th of 1,273 in Los Angeles, up from not ranked today.

## The direct record
What agents get for Cielito Lindo, as JSON: https://directindex.org/api/direct/cielitolindo.org
- Book: none on record
- Order: https://www.cielitolindo.org/order-direct (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.cielitolindo.org/menu (html_page; from the scan)
- Hours: Mo-Th,Su 09:00-20:00; Fr-Sa 09:00-21:00 (open now) (from OpenStreetMap)
- Phone: +1-213-687-4391
- Stable links that count: https://directindex.org/go/cielitolindo.org/order, https://directindex.org/go/cielitolindo.org/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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 21 | 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/cielitolindo.org
- 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/cielitolindo.org/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/cielitolindo.org/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=cielitolindo.org&force=1