# Bixby Coffee Roasters: Agent-Direct Score B (75.4%)

Site: https://www.bixbycoffee.com
Report: https://directindex.org/r/bixbycoffee.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.)
Bixby Coffee Roasters is mostly ready for agents.
An AI assistant can open Bixby Coffee Roasters's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://bixbycoffee.com/pages/coffee-club/ (on the business's own site)
- Phone: /
- Address: 5522 Venice Blvd  # 5126, 90019-5126, Los Angeles
- Prices: 6 prices on the site, the middle one $10.00

## Nearby, also direct
Places near Bixby Coffee Roasters that take a booking or an order on their own website, with no marketplace in between.
- Paper or Plastik Cafe (1000 m): https://directindex.org/r/paperorplastikcafe.com
- Jurassic Magic Coffee (1.1 km): https://directindex.org/r/jurassicmagic.xyz
- Rockwell Lounge (1.2 km): https://directindex.org/r/deliciouspizza.com
- The Mint (1.5 km): https://directindex.org/r/themintla.com
- The Patio Cafe at PIPS (1.5 km): https://directindex.org/r/soulspringsfest.com

## What to fix first
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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

## What the site tells visitors (Measured, not scored)
- **The footer says © 2021.** Visitors and assistants may read that year as the last time anyone looked after the site.
- **6 prices on the landing page, the middle one $10.00.** 

## 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": "Bixby Coffee Roasters",
  "url": "https://www.bixbycoffee.com",
  "telephone": "/",
  "address": "5522 Venice Blvd  # 5126, 90019-5126, Los Angeles",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.04349,
    "longitude": -118.359672
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://bixbycoffee.com/pages/coffee-club/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Bixby Coffee Roasters

> organization in 5522 Venice Blvd  # 5126, 90019-5126, Los Angeles, Los Angeles cafes and bars. Phone /.

## Book or order directly

- Order: https://bixbycoffee.com/pages/coffee-club/ (on the business's own site)

## About

- Website: https://www.bixbycoffee.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.
- **Structured data found (Organization).** no address, phone or hours in it
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
199 of 1376 in Los Angeles cafes and bars. Top 14% 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 | 99% | yes |
| Publish the menu or price list as HTML | 90% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 41% | no |
| Have an llms.txt | 34% | no |

Nearest places in the index: Coffee Machine Depot USA (F, 448 m, https://directindex.org/r/coffeemachinedepot.com); Paper or Plastik Cafe (C, 999 m, https://directindex.org/r/paperorplastikcafe.com); Jurassic Magic Coffee (A, 1059 m, https://directindex.org/r/jurassicmagic.xyz); Tea Garden Emporium (F, 1210 m, https://directindex.org/r/teagarden.com); Rockwell Lounge (A, 1214 m, https://directindex.org/r/deliciouspizza.com); ROUNDK (F, 1237 m, https://directindex.org/r/roundk.com); Mid City Yacht Club (D, 1251 m, https://directindex.org/r/archive.org); The Mint (C, 1463 m, https://directindex.org/r/themintla.com); The Patio Cafe at PIPS (F, 1530 m, https://directindex.org/r/soulspringsfest.com); Studio 1342 (F, 1564 m, https://directindex.org/r/studio1342.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 75.4%.

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

## Businesses like Bixby Coffee Roasters 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 | 1376 | 46% | 22% | 75.4% |
| Sites built with Shopify in Los Angeles cafes and bars | 117 | 49% | 21% | 75.4% |

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); LAMILL Coffee - Silverlake (B 84.6%, https://directindex.org/r/lamillcoffee.com).

With the two fixes above (No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 18th of 1,376 in Los Angeles cafes and bars, up from 199th.

## The direct record
What agents get for Bixby Coffee Roasters, as JSON: https://directindex.org/api/direct/bixbycoffee.com
- Book: none on record
- Order: https://bixbycoffee.com/pages/coffee-club/ (own site; found by the scan of 2026-10-23, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: /
- Stable links that count: https://directindex.org/go/bixbycoffee.com/order

## 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 9 | 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/bixbycoffee.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: 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/bixbycoffee.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/bixbycoffee.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=bixbycoffee.com&force=1