# Fancy Potato Cafe: Agent-Direct Score F (36.9%)

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

## Direct links
- Order directly: https://order.online/business/14854853 (through doordash_storefront acting for the business)
- Phone: +14245083322
- Address: 10642 Balboa Blvd, 91344, Granada Hills
- Languages: English, Spanish, French

## Nearby, also direct
Places near Fancy Potato Cafe that take a booking or an order on their own website, with no marketplace in between.
- Good Pho You (0 m): https://directindex.org/r/goodphoyou.co
- Poke-Ya (10 m): https://directindex.org/r/bestpokeya.com
- Asahi Sushi (520 m): https://directindex.org/r/asahisushigh.com
- The Pizza Cookery (530 m): https://directindex.org/r/thepizzacookery.com
- Rincome Restaurant (750 m): https://directindex.org/r/rincomenorthridge.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 (challenge:attention required). 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
- **Menu or price list is on another site.** (+5 points) The link goes to order.online, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Restaurant",
  "name": "Fancy Potato Cafe",
  "url": "http://fancypotatocafe.com/",
  "telephone": "+14245083322",
  "address": "10642 Balboa Blvd, 91344, Granada Hills",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.26367623116013,
    "longitude": -118.50184500671566
  },
  "servesCuisine": [
    "comfort food"
  ],
  "hasMenu": "https://order.online/business/14854853",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.online/business/14854853",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Structured data found (Restaurant).** address, phone
- **Ordering through doordash_storefront on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
2823 of 4350 in Los Angeles. Top 65% 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 | 95% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | no |
| Structured data with address, phone and hours | 59% | no |
| Have an llms.txt | 37% | no |

Nearest places in the index: Good Pho You (A, 3 m, https://directindex.org/r/goodphoyou.co); Poke-Ya (C, 9 m, https://directindex.org/r/bestpokeya.com); Teriyakiya (D, 21 m, https://directindex.org/r/teriyakiya.com); Asahi Sushi (C, 517 m, https://directindex.org/r/asahisushigh.com); The Pizza Cookery (A, 531 m, https://directindex.org/r/thepizzacookery.com); House of Grill (D, 653 m, https://directindex.org/r/houseofgrill.net); Rincome Restaurant (A, 747 m, https://directindex.org/r/rincomenorthridge.com); Razo Sushi Bar (A, 747 m, https://directindex.org/r/razosushibar.com); Andy's Surf N Turf Tacos (C, 821 m, https://directindex.org/r/andyssurfnturftacos.com); Vincenzo's (D, 849 m, https://directindex.org/r/vincenzosgranadahills.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 and named 95 places. Fancy Potato Cafe wasn't one of them. See who was named: https://directindex.org/city/los-angeles/recommended


Compared with its peers: Sites using DoorDash Storefront 71% (58% A or B, 2205 sites); This site 36.9%.

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

## Businesses like Fancy Potato Cafe in Los Angeles

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles | 4350 | 50% | 31% | 36.9% |
| Sites using DoorDash Storefront in Los Angeles | 148 | 71% | 57% | 36.9% |

The best of the sites using DoorDash Storefront in Los Angeles: Asian Box (A 100%, https://directindex.org/r/asianbox.com); Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); & Waffles (A 95.4%, https://directindex.org/r/andwaffles.com); Cha Cha Chicken (A 95.4%, https://directindex.org/r/chachachicken.com); Don Cuco (A 95.4%, https://directindex.org/r/doncuco.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; Menu or price list is on another site; Structured data is incomplete), the score would be about 87.7%. That would be 451st of 4,350 in Los Angeles, up from 2823rd.

## The direct record
What agents get for Fancy Potato Cafe, as JSON: https://directindex.org/api/direct/fancypotatocafe.com
- Book: none on record
- Order: https://order.online/business/14854853 (vendor on own site: DoorDash Storefront; found by the scan of 2026-10-23, not yet tested)
- Menu: https://order.online/business/14854853 (external; from the scan)
- Hours: none on record
- Phone: +14245083322
- Stable links that count: https://directindex.org/go/fancypotatocafe.com/order, https://directindex.org/go/fancypotatocafe.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, 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 challenge:attention required); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 14 | 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: yes

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