# LAMILL Coffee - Silverlake: Agent-Direct Score B (84.6%)

Site: http://www.lamillcoffee.com/
Report: https://directindex.org/r/lamillcoffee.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.)
LAMILL Coffee - Silverlake is mostly ready for agents.
An AI assistant can open LAMILL Coffee - Silverlake's website. It can read what LAMILL Coffee - Silverlake offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.lamillcoffee.com/products/reservoir-blend (on the business's own site)
- Menu: https://www.lamillcoffee.com/products/off-menu-tee
- Phone: +13236634441
- Address: 1636 Silver Lake Blvd, 90026, Los Angeles
- Prices: 26 prices on the site, the middle one $20.50

## Nearby, also direct
Places near LAMILL Coffee - Silverlake that take a booking or an order on their own website, with no marketplace in between.
- Alfred Coffee Silverlake (660 m): https://directindex.org/r/alfred.la
- Olive and James Cafe Tea (760 m): https://directindex.org/r/oliveandjamescafe.com

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## What the site tells visitors (Measured, not scored)
- **26 prices on the landing page, the middle one $20.50.** 

## 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": "LAMILL Coffee - Silverlake",
  "url": "http://www.lamillcoffee.com/",
  "telephone": "+13236634441",
  "address": "1636 Silver Lake Blvd, 90026, Los Angeles",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.08878578347509,
    "longitude": -118.26868055777327
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.lamillcoffee.com/products/reservoir-blend",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## 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.
- **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.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
Not ranked yet in Los Angeles cafes and bars.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 97% | yes |
| Publish the menu or price list as HTML | 90% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes |
| Structured data with address, phone and hours | 33% | no |
| Have an llms.txt | 17% | yes |

Nearest places in the index: Ali Mama Cafe (D, 646 m, https://directindex.org/r/alimamasilverlake.com); Alfred Coffee Silverlake (F, 655 m, https://directindex.org/r/alfred.la); Dayglow (F, 693 m, https://directindex.org/r/dayglow.coffee); Solid Coffee Roasters (F, 719 m, https://directindex.org/r/solidcoffeeroasters.com); Picnic Coffee (F, 721 m, https://directindex.org/r/picniccoffee.la); The Thirsty Crow (D, 736 m, https://directindex.org/r/thirstycrowbar.com); Olive and James Cafe Tea (B, 759 m, https://directindex.org/r/oliveandjamescafe.com); rōk coffee and tea (F, 764 m, https://directindex.org/r/rokcoffeeandtea.com); Jaguar Room (D, 769 m, https://directindex.org/r/jaguarroom.la); Silverlake Lounge (F, 795 m, https://directindex.org/r/thesilverlakelounge.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.


Compared with its peers: Sites built with Shopify 48% (26% A or B, 7656 sites); This site 84.6%.

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

## Businesses like LAMILL Coffee - Silverlake in Los Angeles cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles cafes and bars | 295 | 42% | 18% | 84.6% |
| Sites built with Shopify in Los Angeles cafes and bars | 117 | 49% | 21% | 84.6% |

The best of the sites built with Shopify in Los Angeles cafes and bars: Good Clean Fun (A 100%, https://directindex.org/r/gcfwines.com); Sightglass Coffee (A 87.5%, https://directindex.org/r/sightglasscoffee.com); Stanley's Wet Goods (A 86.2%, https://directindex.org/r/stanleys.la); Coffee Dose (B 84.6%, https://directindex.org/r/coffeedose.cafe); Red Bay Coffee Roasters (B 84.6%, https://directindex.org/r/redbaycoffee.com).

With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 4th of 295 in Los Angeles cafes and bars, up from not ranked today.

## The direct record
What agents get for LAMILL Coffee - Silverlake, as JSON: https://directindex.org/api/direct/lamillcoffee.com
- Book: https://www.lamillcoffee.com/products/reservoir-blend (own site; found by the scan of 2026-10-23, not yet tested)
- Order: none on record
- Menu: https://www.lamillcoffee.com/products/off-menu-tee (html_page; from the scan)
- Hours: none on record
- Phone: +13236634441
- Stable links that count: https://directindex.org/go/lamillcoffee.com/book, https://directindex.org/go/lamillcoffee.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): yes
- 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 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/lamillcoffee.com
- 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: yes
- llms.txt: yes
- 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: yes
- OAuth protected resource metadata: yes
- 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: yes
- JSON-LD for the business: yes

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