# Cielito Lindo MSK: Agent-Direct Score F (20%)

Site: http://www.cielitolindomsk.com/
Report: https://directindex.org/r/cielitolindomsk.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Cielito Lindo MSK is largely invisible to agents.
AI assistants can't open Cielito Lindo MSK's website, so they go by what other sites say about it.

## Direct links
- Order directly: https://cielitolindomsk.square.site/ (through square acting for the business)
- Phone: +16508629836
- Address: 2140 O'Toole Ave, 95131-1302, San Jose

## Nearby, also direct
Places near Cielito Lindo MSK that take a booking or an order on their own website, with no marketplace in between.
- Rubio's Coastal Grill (1.6 km): https://directindex.org/r/rubios.com
- ¡Una Mas! (2 km): https://directindex.org/r/unamas.com
- Wahoo's Fish Taco (2.3 km): https://directindex.org/r/wahoos.com
- Mi Casa (3 km): https://directindex.org/r/wixsite.com
- Araujo’s Mexican Grill (3.7 km): https://directindex.org/r/araujosmexicangrill.com

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (TimeoutError: The operation was aborted due to timeout). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Menu or price list is on another site.** (+5 points) The link goes to square.site, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai
- **The phone number on the site doesn't match the open map data.** The site shows 6503918285, but OpenStreetMap or Overture Maps lists +16508629836. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## What the site tells visitors (Measured, not scored)
- **The footer says © 2022.** Visitors and assistants may read that year as the last time anyone looked after the site. In San Jose, 78% of comparable sites that show a year say 2025 or later.

## 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": "LocalBusiness",
  "name": "Cielito Lindo MSK",
  "url": "http://www.cielitolindomsk.com/",
  "telephone": "+16508629836",
  "address": "2140 O'Toole Ave, 95131-1302, San Jose",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.393901,
    "longitude": -121.90789
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://cielitolindomsk.square.site/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Ordering through square on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
907 of 1080 in San Jose. Top 84% of the sites scanned in this index.

| What the top 10% 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 | 90% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | no |
| Structured data with address, phone and hours | 67% | no |
| Have an llms.txt | 36% | no |

Nearest places with a similar menu: Rubio's Coastal Grill (B, 1625 m, https://directindex.org/r/rubios.com); ¡Una Mas! (C, 2036 m, https://directindex.org/r/unamas.com); Wahoo's Fish Taco (B, 2293 m, https://directindex.org/r/wahoos.com); Mexcal on Wheels (F, 2939 m, https://directindex.org/r/mexcalonwheels.com); Mi Casa (C, 2986 m, https://directindex.org/r/wixsite.com); Araujo’s Mexican Grill (A, 3676 m, https://directindex.org/r/araujosmexicangrill.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 22 everyday questions about San Jose and named 125 places. Cielito Lindo MSK wasn't one of them. See who was named: https://directindex.org/city/san-jose/recommended


Compared with its peers: Sites built with GoDaddy Website Builder 35% (9% A or B, 7300 sites); Sites using Square 65% (41% A or B, 5073 sites); This site 20%.

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

## Businesses like Cielito Lindo MSK in San Jose

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Jose | 1080 | 52% | 32% | 20% |
| Sites built with GoDaddy Website Builder in San Jose | 24 | 33% | 4% | 20% |
| Sites using Square in San Jose | 22 | 65% | 32% | 20% |
| Sites built with GoDaddy Website Builder and using Square in San Jose | 1 | 20% | 0% | 20% |

The best of the sites using Square in San Jose: CleanEats (A 100%, https://directindex.org/r/mycleaneats.com); Red Chili (A 93.8%, https://directindex.org/r/redchilirestaurants.com); Angelo’s Italian Restaurant (A 87.7%, https://directindex.org/r/angelositaliansj.com); One Pot (B 84.6%, https://directindex.org/r/onepotshabushabu.com); Lou (B 80%, https://directindex.org/r/louthefrenchontheblock.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; Menu or price list is on another site), the score would be about 87.7%. That would be 99th of 1,080 in San Jose, up from 907th.

## The direct record
What agents get for Cielito Lindo MSK, as JSON: https://directindex.org/api/direct/cielitolindomsk.com
- Book: none on record
- Order: https://cielitolindomsk.square.site/ (vendor on own site: Square; found by the scan of 2026-10-24, not yet tested)
- Menu: https://cielitolindomsk.square.site/ (external; from the scan)
- Hours: none on record
- Phone: +16508629836
- Stable links that count: https://directindex.org/go/cielitolindomsk.com/order, https://directindex.org/go/cielitolindomsk.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): yes
- Vendor terms for agents, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations

Only a real browser got this page (a plain fetch got TimeoutError: The operation was aborted due to timeout); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 3 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

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