# Belwood Bakery: Agent-Direct Score F (15.4%)

Site: http://www.belwoodbakery.com/
Report: https://directindex.org/r/belwoodbakerycafe.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.)
Belwood Bakery is largely invisible to agents.
AI assistants can't open Belwood Bakery's website, so they go by what other sites say about it.

## Direct links
- Order directly: https://order.online/business/-1048/en-US (through doordash_storefront acting for the business)
- Phone: 7472020145
- Address: 8735 Tampa Ave, 91324, Northridge

## Nearby, also direct
Places near Belwood Bakery that take a booking or an order on their own website, with no marketplace in between.
- Maui Wowi (230 m): https://directindex.org/r/lasalsaverdetaqueria.com
- Camille's Sidewalk Cafe (410 m): https://directindex.org/r/camillescafe.com
- Gracie Barra Northridge (690 m): https://directindex.org/r/gbnorthridge.com
- Mimi's Cafe (1 km): https://directindex.org/r/mimiscafe.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 (TimeoutError: The operation was aborted due to timeout). 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
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **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

## 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": "Belwood Bakery",
  "url": "http://www.belwoodbakery.com/",
  "telephone": "7472020145",
  "address": "8735 Tampa Ave, 91324, Northridge",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.22921178013796,
    "longitude": -118.55375766754129
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.online/business/-1048/en-US",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Ordering through doordash_storefront on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
1142 of 1405 in Los Angeles cafes and bars. Top 81% 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 | 91% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | no |
| Structured data with address, phone and hours | 41% | no |
| Have an llms.txt | 35% | no |

Nearest places in the index: Maui Wowi (B, 226 m, https://directindex.org/r/lasalsaverdetaqueria.com); Camille's Sidewalk Cafe (C, 411 m, https://directindex.org/r/camillescafe.com); Barclays Coffee and Tea (C, 455 m, https://directindex.org/r/barclayscoffeeandtea.com); Tea 'N Tea (F, 575 m, https://directindex.org/r/dine.online); Stovepiper Lounge (F, 596 m, https://directindex.org/r/stovepiper.com); Gracie Barra Northridge (B, 688 m, https://directindex.org/r/gbnorthridge.com); Mate Conmigo (B, 909 m, https://directindex.org/r/mateconmigo.com); Agua Cabana (C, 1020 m, https://directindex.org/r/aguacabana.com); Mimi's Cafe (C, 1036 m, https://directindex.org/r/mimiscafe.com); Gloria Jean's Coffees (C, 1041 m, https://directindex.org/r/gloriajeans.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 Los Angeles cafes and bars and named 92 places. Belwood Bakery wasn't one of them. See who was named: https://directindex.org/city/los-angeles-cafes-bars/recommended


Compared with its peers: Sites using DoorDash Storefront 71% (57% A or B, 2937 sites); This site 15.4%.

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

## Businesses like Belwood Bakery 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 | 1405 | 46% | 23% | 15.4% |
| Sites using DoorDash Storefront in Los Angeles cafes and bars | 36 | 66% | 47% | 15.4% |

The best of the sites using DoorDash Storefront in Los Angeles cafes and bars: Kalaveras (A 90.8%, https://directindex.org/r/kalaveras.com); Handel's Homemade Ice Cream (A 89.7%, https://directindex.org/r/handelsicecream.com); Yxta Cocina Mexicana (A 87.7%, https://directindex.org/r/cocinasycalaveras.com); Angelini Alimentari (A 86.2%, https://directindex.org/r/angelinibeverly.com); M Cafe (B 84.6%, https://directindex.org/r/mcafedechaya.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; No menu or price list found), the score would be about 87.7%. That would be 75th of 1,405 in Los Angeles cafes and bars, up from 1142nd.

## The direct record
What agents get for Belwood Bakery, as JSON: https://directindex.org/api/direct/belwoodbakerycafe.com
- Book: none on record
- Order: https://order.online/business/-1048/en-US (vendor on own site: DoorDash Storefront; found by the scan of 2026-10-23, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: 7472020145
- Stable links that count: https://directindex.org/go/belwoodbakerycafe.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
- Vendor terms for agents, DoorDash Storefront: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

Only a real browser got this page (a plain fetch got TimeoutError: The operation was aborted due to timeout); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 0 | 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: no

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