# Bust Outs: Agent-Direct Score D (53.8%)

Site: https://bustoutschicago.com/
Report: https://directindex.org/r/bustoutschicago.com
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Bust Outs is hard for agents to use.

## Direct links
- Order: https://order.toasttab.com/online/bust-outs-5200-north-elston-avenue (through toast acting for the business)
- Phone: +1-773-993-0391

## What to fix first, by points
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **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, one block in the page head:

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Bust Outs",
  "url": "https://bustoutschicago.com/",
  "telephone": "+1-773-993-0391",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "North Elston Avenue 5200",
    "postalCode": "60630",
    "addressLocality": "Chicago"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.9754302,
    "longitude": -87.7522908
  },
  "servesCuisine": [
    "burger"
  ],
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.toasttab.com/online/bust-outs-5200-north-elston-avenue",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

llms.txt draft:

```
# Bust Outs

> restaurant (burger) in North Elston Avenue 5200 60630 Chicago, Chicago. Phone +1-773-993-0391.

## Book or order directly

- Order: https://order.toasttab.com/online/bust-outs-5200-north-elston-avenue (through toast acting for the business)

## About

- Website: https://bustoutschicago.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.** There is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
Rank 856 of 1720 in Chicago (top 50%).

| What the top tenth 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 edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 51% | no |
| Have an llms.txt | 18% | no |

Nearest places in the index: Teriyaki Madness (A, 543 m, https://directindex.org/r/teriyakimadness.com); Gale Street Inn (A, 1077 m, https://directindex.org/r/galestreetinn.com); Jet's Pizza (A, 1272 m, https://directindex.org/r/jetspizza.com); El Asadero Colombiano (F, 1520 m, https://directindex.org/r/elasaderocolombiano.com); Smakosz Restaurant (A, 1593 m, https://directindex.org/r/smakoszrestaurant.com); Ssyal (C, 1783 m, https://directindex.org/r/ssyal.com); Eden's Fast Food (C, 1791 m, https://directindex.org/r/koin55resmi.com); Joe's On Higgins (B, 1954 m, https://directindex.org/r/joesonhiggins.com); A Taste of the Philippines (C, 2091 m, https://directindex.org/r/atasteofthephilippines.com); Pollo Campero (F, 2092 m, https://directindex.org/r/campero.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

Against its peers: Sites using Toast average 74% (62% A or B, 1749 sites); this site 53.8%.

What an AI agent reads on this site: https://directindex.org/r/bustoutschicago.com/agent-view

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 0 | 25 |
| actionable | 10 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 0 of 5: Not Ready. Cloudflare's report: https://isitagentready.com/bustoutschicago.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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: no

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=bustoutschicago.com&force=1