# Magnolia Cafe: Agent-Direct Score A (89.2%)

Site: https://www.magnoliacafeaustin.com/
Report: https://directindex.org/r/magnoliacafeaustin.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.)
Magnolia Cafe is ready for agents.

## Direct links
- Order directly: https://www.magnoliacafeaustin.com/order-food-for-pickup (on the business's own site)
- Menu: https://www.magnoliacafeaustin.com/curbsidemenu
- Phone: +15124450000

## What to fix first
- **Structured data is incomplete.** (+4 points) Missing: address, telephone. Guide: https://directindex.org/guides/structured-data-restaurant
- **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": "Magnolia Cafe",
  "url": "https://www.magnoliacafeaustin.com/",
  "telephone": "+15124450000",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "South Congress Avenue 1920",
    "postalCode": "78704"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 30.2444789,
    "longitude": -97.7519802
  },
  "openingHours": "Mo-We 07:00-00:00; Th-Su 00:00-24:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday"
      ],
      "opens": "07:00",
      "closes": "00:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "00:00",
      "closes": "24:00"
    }
  ],
  "hasMenu": "https://www.magnoliacafeaustin.com/curbsidemenu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.magnoliacafeaustin.com/order-food-for-pickup",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Magnolia Cafe

> restaurant in South Congress Avenue 1920 78704, Austin. Phone +15124450000.

## Book or order directly

- Order: https://www.magnoliacafeaustin.com/order-food-for-pickup (on the business's own site)
- Menu: https://www.magnoliacafeaustin.com/curbsidemenu

## Opening hours

Mo-We 07:00-00:00; Th-Su 00:00-24:00

## About

- Website: https://www.magnoliacafeaustin.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.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (LocalBusiness).** opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
52 of 654 in Austin. Top 8% 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% | yes |
| Publish the menu or price list as HTML | 95% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 64% | no |
| Have an llms.txt | 23% | no |

Nearest places in the index: The Salty (B, 38 m, https://directindex.org/r/saltydonut.com); June's All Day (B, 220 m, https://directindex.org/r/junesallday.com); Lenoir (C, 463 m, https://directindex.org/r/lenoirrestaurant.com); Bouldin Creek Cafe (C, 514 m, https://directindex.org/r/bouldincreekcafe.com); Guero's Taco Bar (B, 545 m, https://directindex.org/r/gueros.com); Home Slice Pizza (B, 576 m, https://directindex.org/r/homeslicepizza.com); Elizabeth Street Cafe (B, 645 m, https://directindex.org/r/elizabethstreetcafe.com); Nômadé Cocina (B, 663 m, https://directindex.org/r/nomadecocina.com); Lucky Robot (A, 763 m, https://directindex.org/r/luckyrobotatx.com); De Nada (A, 810 m, https://directindex.org/r/denadacantina.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 Squarespace 65% (48% A or B, 7098 sites); This site 89.2%.

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

Read by AI agents 5 times this month.

## Businesses like Magnolia Cafe in Austin

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Austin | 654 | 51% | 40% | 89.2% |
| Built with Squarespace in Austin | 81 | 76% | 74% | 89.2% |

The best of Built with Squarespace in Austin: Freda's Seafood Grille (A 100%, https://directindex.org/r/fredasaustin.com); Tenten (A 100%, https://directindex.org/r/tentenaustin.com); Fabrik Austin (A 93.8%, https://directindex.org/r/fabrikatx.com); Burger Bar (A 92.5%, https://directindex.org/r/burgerbaraustin.com); Santa Catarina Mexican Restaurant - Cedar Park (A 90.8%, https://directindex.org/r/santacatarinarestaurant.com).

With the fix above (Structured data is incomplete) the score would be about 95.4%: 10th of 654 in Austin, up from 52nd.

## The direct record
What agents get for Magnolia Cafe, as JSON: https://directindex.org/api/direct/magnoliacafeaustin.com
- Book: none on record
- Order: https://www.magnoliacafeaustin.com/order-food-for-pickup (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.magnoliacafeaustin.com/curbsidemenu (html_page; from the scan)
- Hours: Mo-We 07:00-00:00; Th-Su 00:00-24:00 (open now) (from OpenStreetMap)
- Phone: +15124450000
- Stable links that count: https://directindex.org/go/magnoliacafeaustin.com/order, https://directindex.org/go/magnoliacafeaustin.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

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 18 | 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/magnoliacafeaustin.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

Deep report: https://directindex.org/r/magnoliacafeaustin.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=magnoliacafeaustin.com&force=1