# Los Molcajetes: Agent-Direct Score C (61.5%)

Site: http://www.LosMolcajetesMariscos.com/
Report: https://directindex.org/r/losmolcajetesmariscos.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Los Molcajetes is partly visible to agents.
An AI assistant can open Los Molcajetes's website. What Los Molcajetes offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through Clover.

## Direct links
- Order directly: https://www.clover.com/online-ordering/los-molcajetes-chicago (through clover acting for the business)
- Menu: https://losmolcajetesmariscos.com/menu/menu.pdf
- Phone: +17735394398
- Address: 3830 W Lawrence Ave, 60625, Chicago

## Nearby, also direct
Places near Los Molcajetes that take a booking or an order on their own website, with no marketplace in between.
- Taqueria La Fogata (840 m): https://directindex.org/r/orderlafogata.com
- Aztlán Mexican Grill (1.3 km): https://directindex.org/r/aztlan1.com
- Mar y Tierra Restaurant (1.3 km): https://directindex.org/r/marytierrarestaurante.com
- Los Asadores Mexican Grill (1.3 km): https://directindex.org/r/losasadoresmexicangrill.net

## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Clover's terms ban bots and automated use, but a direct form on your own site has no such limit.** (+5 points) Clover's consumer app terms (8 June 2023, section 3.5), linked from its online ordering pages, bar any deep-link, robot, spider or other device or process to access, copy or monitor the site or app, and bar the use of buying agents; no agent programme was found. Terms read on 2026-10-15: https://www.clover.com/consumer/terms. An agent that books or orders there goes against the vendor's terms unless the vendor allows it. A form or booking page on your own domain has no such limit. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business
- **The phone number on the site doesn't match the open map data.** The site shows +17732671834, but OpenStreetMap or Overture Maps lists +17735394398. 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": "LocalBusiness",
  "name": "Los Molcajetes",
  "url": "http://www.LosMolcajetesMariscos.com/",
  "telephone": "+17735394398",
  "address": "3830 W Lawrence Ave, 60625, Chicago",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.96856885,
    "longitude": -87.72454026
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.clover.com/online-ordering/los-molcajetes-chicago",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Los Molcajetes

> local business (mexican) in 3830 W Lawrence Ave, 60625, Chicago, Chicago. Phone +17735394398.

## Book or order directly

- Order: https://www.clover.com/online-ordering/los-molcajetes-chicago (through clover acting for the business)
- Menu: https://losmolcajetesmariscos.com/menu/menu.pdf

## About

- Website: http://www.LosMolcajetesMariscos.com/
- 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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Ordering through clover on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
1717 of 3754 in Chicago. Top 46% 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% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 57% | no |
| Have an llms.txt | 30% | no |

Nearest places with a similar menu: Taqueria Y Cafeteria Siglo XX (C, 433 m, https://directindex.org/r/sigloxxrestaurante.online); Taqueria La Fogata (B, 842 m, https://directindex.org/r/orderlafogata.com); Mariscos El Barbas (F, 930 m, https://directindex.org/r/mariscoselbarbas.com); Rosita's Tacos & Cocina (D, 1008 m, https://directindex.org/r/rositastacoscocina.com); Restaurant Los Molcajetes (C, 1030 m, https://directindex.org/r/restaurantlosmolcajetes.com); Taco Max Mexican Grill (F, 1220 m, https://directindex.org/r/tacomax-grill.com); Aztlán Mexican Grill (A, 1259 m, https://directindex.org/r/aztlan1.com); Mar y Tierra Restaurant (C, 1297 m, https://directindex.org/r/marytierrarestaurante.com); Campesino Restaurant (F, 1300 m, https://directindex.org/r/campesinorestaurant.com); Los Asadores Mexican Grill (B, 1332 m, https://directindex.org/r/losasadoresmexicangrill.net).

## 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 Molcajetes wasn't one of them. See who was named: https://directindex.org/city/chicago/recommended


Compared with its peers: Sites using Clover 69% (52% A or B, 583 sites); This site 61.5%.

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

## Businesses like Los Molcajetes in Chicago

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Chicago | 3754 | 52% | 35% | 61.5% |
| Sites using Clover in Chicago | 22 | 67% | 45% | 61.5% |

The best of the sites using Clover in Chicago: Steve's Bite (A 95.4%, https://directindex.org/r/stevesbite.com); Plant Junkie (A 92.3%, https://directindex.org/r/plantjunkieusa.com); Something Sweet Donuts (A 86.3%, https://directindex.org/r/somethinsweetdonuts.com); Gorditas La Tia (B 83.1%, https://directindex.org/r/gorditaslatia.com); Karahi Corner (catering House ) (B 78.5%, https://directindex.org/r/karahicorner.com).

With the three fixes above (No structured data for the business; Clover's terms ban bots and automated use, but a direct form on your own site has no such limit; Menu or price list is a PDF), the score would be about 95.4%. That would be 108th of 3,754 in Chicago, up from 1717th.

## The direct record
What agents get for Los Molcajetes, as JSON: https://directindex.org/api/direct/losmolcajetesmariscos.com
- Book: none on record
- Order: https://www.clover.com/online-ordering/los-molcajetes-chicago (vendor on own site: Clover; found by the scan of 2026-10-23, not yet tested)
- Menu: https://losmolcajetesmariscos.com/menu/menu.pdf (pdf; from the scan)
- Hours: none on record
- Phone: +17735394398
- Stable links that count: https://directindex.org/go/losmolcajetesmariscos.com/order, https://directindex.org/go/losmolcajetesmariscos.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, Clover: No. Clover's consumer app terms (8 June 2023, section 3.5), linked from its online ordering pages, bar any deep-link, robot, spider or other device or process to access, copy or monitor the site or app, and bar the use of buying agents; no agent programme was found. Read 2026-10-15: https://www.clover.com/consumer/terms

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 5 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/losmolcajetesmariscos.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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: no

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