# Blu Jam Cafe: Agent-Direct Score D (45.1%)

Site: https://www.blujamcafe.com
Report: https://directindex.org/r/blujamcafe.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Blu Jam Cafe is hard for agents to use.

## Direct links
- Menu: https://www.blujamcafe.com/menu/
- Phone: +1 818-906-1955

## 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). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering only through ubereats.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **The server turns AI crawlers away at the door.** (+6.7 points) Live fetches as GPTBot (http_403), ClaudeBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Blu Jam Cafe",
  "url": "https://www.blujamcafe.com",
  "telephone": "+1 818-906-1955",
  "email": "info@blujamcafe.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Ventura Boulevard 15045",
    "postalCode": "91403"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.1531923,
    "longitude": -118.4611904
  },
  "openingHours": "Mo-Fr 09:00-14:00; Sa-Su 09:00-15:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "09:00",
      "closes": "14:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "09:00",
      "closes": "15:00"
    }
  ],
  "servesCuisine": [
    "american",
    "breakfast"
  ],
  "hasMenu": "https://www.blujamcafe.com/menu/"
}
</script>
```

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

```
# Blu Jam Cafe

> restaurant (american, breakfast) in Ventura Boulevard 15045 91403, Los Angeles. Phone +1 818-906-1955.

## Book or order directly

- Menu: https://www.blujamcafe.com/menu/

## Opening hours

Mo-Fr 09:00-14:00; Sa-Su 09:00-15:00

## About

- Website: https://www.blujamcafe.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 key AI user agents.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Uber Eats lets agents act only through its partners.** Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Read 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en. An assistant that is not a partner cannot finish the step there; a direct path on your own domain works for all of them.

## Where it stands
945 of 1492 in Los Angeles. Top 63% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | no |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 20% | no |

Nearest places in the index: Panzanella Ristorante (C, 280 m, https://directindex.org/r/panzanellaristorantebar.com); Hamptons818 (F, 291 m, https://directindex.org/r/hamptons818.com); Mel's Drive In (B, 425 m, https://directindex.org/r/melsdrive-in.com); The Cheesecake Factory (B, 533 m, https://directindex.org/r/thecheesecakefactory.com); Digital Sputnik (C, 748 m, https://directindex.org/r/anajakthai.com); Fish Dish (F, 827 m, https://directindex.org/r/fishdishgrill.com); Tipple & Brine;Dalton's Salon;Tipple & Brine (F, 847 m, https://directindex.org/r/tippleandbrine.com); Toshi's Sushi (F, 989 m, https://directindex.org/r/toshi-la.com); The Crabby Crab (C, 1133 m, https://directindex.org/r/crabbycrab.com); Posto 896 (A, 1191 m, https://directindex.org/r/posto896.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Against its peers: Sites built with WordPress 58% (28% A or B, 36794 sites); Sites using Uber Eats 63% (34% A or B, 659 sites); This site 45.1%.

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

## Businesses like Blu Jam Cafe in Los Angeles

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Los Angeles | 1492 | 50% | 37% | 45.1% |
| Built with WordPress in Los Angeles | 308 | 68% | 50% | 45.1% |
| Using Uber Eats in Los Angeles | 9 | 57% | 22% | 45.1% |
| Built with WordPress and using Uber Eats in Los Angeles | 4 | 48% | 0% | 45.1% |

The best of Built with WordPress and using Uber Eats in Los Angeles: The Boiling Crab (C 57.4%, https://directindex.org/r/theboilingcrab.com); Melrose Squeeze (D 46.6%, https://directindex.org/r/melrosesqueeze.com); T's Thai Restaurant (D 44.6%, https://directindex.org/r/tsthaiforyou.com).

With the three fixes above (No structured data for the business; Ordering only through ubereats; The server turns AI crawlers away at the door) the score would be about 95.4%: 22nd of 1,492 in Los Angeles, up from 945th.

## The direct record
What agents get for Blu Jam Cafe, as JSON: https://directindex.org/api/direct/blujamcafe.com
- Book: none on record
- Order: none on record
- Menu: https://www.blujamcafe.com/menu/ (html_page; from the scan)
- Hours: Mo-Fr 09:00-14:00; Sa-Su 09:00-15:00 (closed now) (from OpenStreetMap)
- Phone: +1 818-906-1955
- Stable links that count: https://directindex.org/go/blujamcafe.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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured
- Vendor terms for agents, Uber Eats: Partners only. Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Read 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 18.3 | 25 |
| Readable | 8 | 25 |
| Actionable | 3 | 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/blujamcafe.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: no

Deep report: https://directindex.org/r/blujamcafe.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=blujamcafe.com&force=1
