# Williby's Catfish: Agent-Direct Score B (75.4%)

Site: http://www.willibyscatfish.com/
Report: https://directindex.org/r/willibyscatfish.com
Scanned: 2026-11-13 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Williby's Catfish is mostly ready for agents.
An AI assistant can open Williby's Catfish'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: http://www.willibyscatfish.com/shop (on the business's own site)
- Phone: +15043549371
- Address: 4327 Paris Ave, New Orleans 70122
- Hours, from willibyscatfish.com: Mon–Tue closed; Wed–Sat 11:00–18:00; Sun closed

## Nearby, also direct
Places near Williby's Catfish that take a booking or an order on their own website, with no marketplace in between.
- Orchid Seafood (3 km): https://directindex.org/r/neworleans.com
- Landry's Restaurant (3.1 km): https://directindex.org/r/landrysinc.com
- Clesi's Crawfish & Catering (3.7 km): https://directindex.org/r/clesicatering.com
- Katie's (3.8 km): https://directindex.org/r/katiesinmidcity.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
- **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it.
- **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **Structured data is incomplete.** (+1 points) Missing: telephone. 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

## 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": "Williby's Catfish",
  "url": "http://www.willibyscatfish.com/",
  "telephone": "+15043549371",
  "address": "4327 Paris Ave, New Orleans 70122",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 30.00136696,
    "longitude": -90.07362217
  },
  "openingHours": "We-Sa 11:00-18:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "11:00",
      "closes": "18:00"
    }
  ],
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "http://www.willibyscatfish.com/shop",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Williby's Catfish

> local business (seafood) in 4327 Paris Ave, New Orleans 70122, New Orleans. Phone +15043549371.

## Book or order directly

- Order: http://www.willibyscatfish.com/shop (on the business's own site)

## Opening hours

We-Sa 11:00-18:00

## About

- Website: http://www.willibyscatfish.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 (LocalBusiness).** address, opening hours
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
213 of 827 in New Orleans. Top 26% 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) | 98% | yes |
| Structured data with address, phone and hours | 65% | no |
| Have an llms.txt | 42% | no |

Nearest places with a similar menu: Mid City Seafood & Deli (F, 2152 m, https://directindex.org/r/mcno.org); Lakeview Burgers and Seafood (C, 2967 m, https://directindex.org/r/lakeviewburgersandseafood.com); Orchid Seafood (B, 3032 m, https://directindex.org/r/neworleans.com); Landry's Restaurant (C, 3135 m, https://directindex.org/r/landrysinc.com); Clesi's Crawfish & Catering (B, 3721 m, https://directindex.org/r/clesicatering.com); Clesi's Restaurant & Catering (D, 3723 m, https://directindex.org/r/zeffy.com); Porgy's Seafood Market (F, 3736 m, https://directindex.org/r/porgysseafoodmarket.com); Katie's (C, 3816 m, https://directindex.org/r/katiesinmidcity.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 22 everyday questions about New Orleans and named 100 places. Williby's Catfish wasn't one of them. See who was named: https://directindex.org/city/new-orleans/recommended


Compared with its peers: Sites built with Squarespace 61% (41% A or B, 36138 sites); This site 75.4%.

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

## Businesses like Williby's Catfish in New Orleans

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New Orleans | 827 | 58% | 38% | 75.4% |
| Sites built with Squarespace in New Orleans | 107 | 71% | 53% | 75.4% |

The best of the sites built with Squarespace in New Orleans: Sala Nola (A 100%, https://directindex.org/r/salanola.com); Meribo (A 95.4%, https://directindex.org/r/meribopizza.com); Domenica (A 95%, https://directindex.org/r/domenicarestaurant.com); Beaucoup Eats (A 93.8%, https://directindex.org/r/beaucoupeats.com); Fritai (A 93.8%, https://directindex.org/r/fritai.com).

With the three fixes above (No menu or price list found; No working HTTPS; Almost no text without JavaScript), the score would be about 93.8%. That would be 40th of 827 in New Orleans, up from 213th.

## The direct record
What agents get for Williby's Catfish, as JSON: https://directindex.org/api/direct/willibyscatfish.com
- Book: none on record
- Order: http://www.willibyscatfish.com/shop (own site; found by the scan of 2026-11-13, not yet tested)
- Menu: none on record
- Hours: We-Sa 11:00-18:00 (open now) (from willibyscatfish.com)
- Phone: +15043549371
- Stable links that count: https://directindex.org/go/willibyscatfish.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

Found one hop past the home page: contact page /contact: phone.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 20 | 25 |
| Readable | 14 | 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/willibyscatfish.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/willibyscatfish.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/willibyscatfish.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=willibyscatfish.com&force=1