# The Stubborn Mule: Agent-Direct Score B (72.3%)

Site: http://www.thestubbornmuleorlando.com/
Report: https://directindex.org/r/thestubbornmuleorlando.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
The Stubborn Mule is mostly ready for agents.
An AI assistant can open The Stubborn Mule's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to Resy, a marketplace.

## Direct links
- Order directly: https://www.toasttab.com/the-stubborn-mule-100-s-eola-drive (through toast acting for the business)
- Phone: 407-730-3400
- Address: South Eola Drive 100 32801
- Hours, from OpenStreetMap · Overture Maps: Mon–Thu 11:00–22:00; Fri–Sat 11:00–23:00; Sun 11:00–21:00

## Nearby, also direct
Places near The Stubborn Mule that take a booking or an order on their own website, with no marketplace in between.
- RusTeak (50 m): https://directindex.org/r/rusteakthorntonpark.com
- World of Beer (250 m): https://directindex.org/r/worldofbeer.com
- Osphere Neighborhood Grill and Bar (280 m): https://directindex.org/r/ospheregrillbar.com
- I love Orlando Cafe (630 m): https://directindex.org/r/orlando.gov
- Hamburger Mary's (1.1 km): https://directindex.org/r/hamburgermarys.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
- **Booking only through resy.** (+5 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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": "The Stubborn Mule",
  "url": "http://www.thestubbornmuleorlando.com/",
  "telephone": "407-730-3400",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "South Eola Drive 100",
    "postalCode": "32801"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 28.5411166,
    "longitude": -81.3701216
  },
  "openingHours": "Mo-Th 11:00-22:00; Fr-Sa 11:00-23:00; Su 11:00-21:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "11:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "11:00",
      "closes": "23:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "11:00",
      "closes": "21:00"
    }
  ],
  "servesCuisine": [
    "american"
  ],
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/the-stubborn-mule-100-s-eola-drive",
        "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.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (LocalBusiness).** address, phone
- **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Toast works with agents through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Terms read on 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
Not ranked yet in Orlando.

| 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 | 97% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | yes |
| Structured data with address, phone and hours | 52% | no |
| Have an llms.txt | 36% | yes |

Nearest places with a similar menu: RusTeak (D, 45 m, https://directindex.org/r/rusteakthorntonpark.com); Soco (D, 210 m, https://directindex.org/r/socothorntonpark.com); World of Beer (B, 252 m, https://directindex.org/r/worldofbeer.com); Osphere Neighborhood Grill and Bar (B, 275 m, https://directindex.org/r/ospheregrillbar.com); I love Orlando Cafe (D, 631 m, https://directindex.org/r/orlando.gov); Relax Grill (C, 638 m, https://directindex.org/r/relaxgrill.com); Hamburger Mary's (B, 1066 m, https://directindex.org/r/hamburgermarys.com); Harry Buffalo (B, 1096 m, https://directindex.org/r/harrybuffalo.com); Terrace 390 (F, 1142 m, https://directindex.org/r/terrace390.com); The District GastroBar (A, 1516 m, https://directindex.org/r/thedistrictgastrobar.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 Orlando and named 62 places. The Stubborn Mule wasn't one of them. See who was named: https://directindex.org/city/orlando/recommended


Compared with its peers: Sites built with Wix 52% (28% A or B, 48660 sites); Sites using Resy 67% (44% A or B, 2836 sites); Sites using Toast 73% (62% A or B, 6735 sites); This site 72.3%.

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

## Businesses like The Stubborn Mule in Orlando

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with Wix in Orlando | 60 | 62% | 40% | 72.3% |
| Sites using Resy in Orlando | 13 | 61% | 38% | 72.3% |
| Sites built with Wix and using Resy in Orlando | 4 | 56% | 50% | 72.3% |

The best of the sites built with Wix and using Resy in Orlando: RusTeak Restaurant & Wine Bar At College Park (B 78.5%, https://directindex.org/r/rusteakwinebar.com); RusTeak (D 44.6%, https://directindex.org/r/rusteakthorntonpark.com); Tamara (F 27.7%, https://directindex.org/r/tamaracuisine.com).

## The direct record
What agents get for The Stubborn Mule, as JSON: https://directindex.org/api/direct/thestubbornmuleorlando.com
- Book: none on record
- Order: https://www.toasttab.com/the-stubborn-mule-100-s-eola-drive (vendor on own site: Toast; found by the scan of 2026-10-24, not yet tested)
- Menu: none on record
- Hours: Mo-Th 11:00-22:00; Fr-Sa 11:00-23:00; Su 11:00-21:00 (closed now) (from OpenStreetMap)
- Phone: 407-730-3400
- Stable links that count: https://directindex.org/go/thestubbornmuleorlando.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): yes
- 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 (Toast): yes
- Vendor terms for agents, Toast: Through partners. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 12 | 25 |
| Actionable | 10 | 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/thestubbornmuleorlando.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: yes
- 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/thestubbornmuleorlando.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/thestubbornmuleorlando.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=thestubbornmuleorlando.com&force=1