# Los Tres Amigos Mexican Grill: Agent-Direct Score D (40%)

Site: http://lostresamigosonline.com
Report: https://directindex.org/r/lostresamigosonline.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.)
Los Tres Amigos Mexican Grill is hard for agents to use.
AI assistants can't open Los Tres Amigos Mexican Grill's website, so they go by what other sites say about it.

## Direct links
- Order directly: https://lostresamigosonline.getbento.com/online-ordering/ (through bentobox acting for the business)
- Menu: https://lostresamigosonline.com/menu/
- Phone: (773) 902-2413
- Address: 10401 S Muskegon Ave, 60617, Chicago

## Nearby, also direct
Places near Los Tres Amigos Mexican Grill that take a booking or an order on their own website, with no marketplace in between.
- L & G (390 m): https://directindex.org/r/lgrestaurants.com
- Heinie's Shrimp House (400 m): https://directindex.org/r/hienieschicken.com
- Harold's Chicken Shack #69 (1 km): https://directindex.org/r/haroldschicken69.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 (challenge:checking your browser). 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
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **The phone number on the site doesn't match the open map data.** The site shows 5173270545, but OpenStreetMap or Overture Maps lists (773) 902-2413. 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.

## 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": "Organization",
  "name": "Los Tres Amigos Mexican Grill",
  "url": "http://lostresamigosonline.com",
  "telephone": "(773) 902-2413",
  "address": "10401 S Muskegon Ave, 60617, Chicago",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.706172,
    "longitude": -87.554545
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://lostresamigosonline.getbento.com/online-ordering/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Structured data found (Organization).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering through bentobox on your own domain.** There's no marketplace commission, and the customer stays yours.

## Since the scan of 2026-10-23 (D then)
- Fixed: nothing
- New: nothing

## Where it stands
2435 of 3754 in Chicago. Top 65% 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 | 94% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | no |
| Structured data with address, phone and hours | 57% | no |
| Have an llms.txt | 30% | no |

Nearest places in the index: L & G (A, 387 m, https://directindex.org/r/lgrestaurants.com); Heinie's Shrimp House (B, 403 m, https://directindex.org/r/hienieschicken.com); Taco Mex (B, 722 m, https://directindex.org/r/mrtacomexil.com); Calumet Bakery (F, 760 m, https://directindex.org/r/calumetbakery.com); Harold's Chicken Shack #69 (C, 1000 m, https://directindex.org/r/haroldschicken69.com); El Tapatio (F, 1601 m, https://directindex.org/r/tapatio.com); Tacos Nietos (C, 1818 m, https://directindex.org/r/food96.com); Route 66 Pizza (F, 1862 m, https://directindex.org/r/pdqonlineordering.com); Calumet Fisheries (D, 2029 m, https://directindex.org/r/calumetfisheries.com); Tacos El Rey (F, 2269 m, https://directindex.org/r/tacoselreychicago.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 Chicago and named 55 places. Los Tres Amigos Mexican Grill wasn't one of them. See who was named: https://directindex.org/city/chicago/recommended


Score over 2 scans since 2026-10-23: 2026-10-23 40%, 2026-10-24 40%.

Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); Sites using BentoBox 86% (92% A or B, 476 sites); This site 40%.

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

## Businesses like Los Tres Amigos Mexican Grill in Chicago

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Chicago | 3754 | 52% | 35% | 40% |
| Sites built with WordPress in Chicago | 730 | 64% | 40% | 40% |
| Sites using BentoBox in Chicago | 20 | 84% | 85% | 40% |
| Sites built with WordPress and using BentoBox in Chicago | 2 | 62% | 50% | 40% |

The best of the sites using BentoBox in Chicago: Cantina on Madison, Casual Mexican Restaurant & Bar, Voted #1 Tacos (A 100%, https://directindex.org/r/cantinachicago.com); Adalina (A 95.4%, https://directindex.org/r/adalinachicago.com); Eleven City Diner (A 95.4%, https://directindex.org/r/elevencitydiner.com); Mercado De La Manzana (A 95.4%, https://directindex.org/r/brynmawrbreakfastclub.com); Adorn Bar & Restaurant (A 90.8%, https://directindex.org/r/adornrestaurant.com).

With the two fixes above (The site turns away every visitor that isn't a browser, AI agents included; Structured data is incomplete), the score would be about 87.7%. That would be 373rd of 3,754 in Chicago, up from 2435th.

This site appears in 2 cities (2 places on lostresamigosonline.com). https://directindex.org/brand/lostresamigosonline.com

## The direct record
What agents get for Los Tres Amigos Mexican Grill, as JSON: https://directindex.org/api/direct/lostresamigosonline.com
- Book: none on record
- Order: https://lostresamigosonline.getbento.com/online-ordering/ (vendor on own site: BentoBox; found by the scan of 2026-10-24, not yet tested)
- Menu: https://lostresamigosonline.com/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: (773) 902-2413
- Stable links that count: https://directindex.org/go/lostresamigosonline.com/order, https://directindex.org/go/lostresamigosonline.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
- Vendor terms for agents, BentoBox: Not stated. BentoBox's terms (last updated 5 January 2023) bar automated means such as spiders, robots and crawlers to download or scrape data, except search engines and public archives; they do not address an agent making a reservation for a person, and no agent programme was found. Read 2026-10-15: https://getbento.com/terms

Only a real browser got this page (a plain fetch got challenge:checking your browser); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 16 | 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: yes

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