# Black Walnut Cafe: Agent-Direct Score D (46.2%)

Site: http://www.blackwalnutcafe.com/
Report: https://directindex.org/r/blackwalnutcafe.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.)
Black Walnut Cafe is hard for agents to use.
AI assistants can't open Black Walnut Cafe's website, so they go by what other sites say about it.

## Direct links
- Book directly: https://www.blackwalnutcafe.com/private-dining/ (on the business's own site)
- Menu: https://www.blackwalnutcafe.com/menus/
- Phone: 5128737800
- Address: 11101 Burnet Rd # 150, 78758, Austin

## Nearby, also direct
Places near Black Walnut Cafe that take a booking or an order on their own website, with no marketplace in between.
- Gossip Shack Domain(detour) (0 m): https://directindex.org/r/thegossipshack.com
- Chi'Lantro BBQ (140 m): https://directindex.org/r/chilantrobbq.com
- Dos Salsas Tex-Mex (180 m): https://directindex.org/r/dossalsas.com
- Topgolf (390 m): https://directindex.org/r/topgolf.com
- Wienerschnitzel (490 m): https://directindex.org/r/wienerschnitzel.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 (http_403). 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
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering through an unrecognised third party.** (no points, but worth doing) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps

## 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": "Black Walnut Cafe",
  "url": "http://www.blackwalnutcafe.com/",
  "telephone": "5128737800",
  "address": "11101 Burnet Rd # 150, 78758, Austin",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 30.3954099,
    "longitude": -97.7198548
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.blackwalnutcafe.com/private-dining/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **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
1026 of 1628 in Austin. Top 63% 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 | 92% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | no |
| Structured data with address, phone and hours | 61% | no |
| Have an llms.txt | 33% | no |

Nearest places in the index: Gossip Shack Domain(detour) (B, 3 m, https://directindex.org/r/thegossipshack.com); Firehouse Subs (F, 41 m, https://directindex.org/r/firehousesubs.com); Chi'Lantro BBQ (A, 138 m, https://directindex.org/r/chilantrobbq.com); Dos Salsas Tex-Mex (A, 178 m, https://directindex.org/r/dossalsas.com); Topgolf (B, 391 m, https://directindex.org/r/topgolf.com); Wienerschnitzel (B, 487 m, https://directindex.org/r/wienerschnitzel.com); Pho Real (D, 528 m, https://directindex.org/r/phorealindy.com); Curry Up Now (B, 555 m, https://directindex.org/r/curryupnow.com); Taqueria Los Regios Food Truck (B, 560 m, https://directindex.org/r/taquerialosregios.com); Yucatán Tacos & More (F, 580 m, https://directindex.org/r/orderyucatantacosmore.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 Austin and named 64 places. Black Walnut Cafe wasn't one of them. See who was named: https://directindex.org/city/austin/recommended


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

## Businesses like Black Walnut Cafe in Austin

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Austin | 1628 | 53% | 37% | 46.2% |

The best of the businesses of the same kind in Austin: Austin's Very Own Saltt (A 100%, https://directindex.org/r/austinsveryownsaltt.com); Azul Tequila (A 100%, https://directindex.org/r/azultequilatx.com); Barstool Bites (A 100%, https://directindex.org/r/seasideonthepier.com); Bellissima Italian Mediterranean Restaurant (A 100%, https://directindex.org/r/bellissimatx.com); Capitol Burger (A 100%, https://directindex.org/r/capitolburger.online).

With the two fixes above (The site turns away every visitor that isn't a browser, AI agents included; Structured data is incomplete), the score would be about 95.4%. That would be 42nd of 1,628 in Austin, up from 1026th.

## The direct record
What agents get for Black Walnut Cafe, as JSON: https://directindex.org/api/direct/blackwalnutcafe.com
- Book: https://www.blackwalnutcafe.com/private-dining/ (own site; found by the scan of 2026-10-23, not yet tested)
- Order: none on record
- Menu: https://www.blackwalnutcafe.com/menus/ (html_page; from the scan)
- Hours: none on record
- Phone: 5128737800
- Stable links that count: https://directindex.org/go/blackwalnutcafe.com/book, https://directindex.org/go/blackwalnutcafe.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

Only a real browser got this page (a plain fetch got http_403); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 15 | 25 |
| Actionable | 15 | 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/blackwalnutcafe.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/blackwalnutcafe.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=blackwalnutcafe.com&force=1