# Bob-O's Hot Dog's: Agent-Direct Score B (72.3%)

Site: https://boboshotdogs.com/
Report: https://directindex.org/r/boboshotdogs.com
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Bob-O's Hot Dog's is mostly ready for agents.

## Direct links
- Order: https://boboshotdogs.com/#drinks-section (on the business's own site)
- Menu: https://boboshotdogs.com/#new-page-section

## 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 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": "FastFoodRestaurant",
  "name": "Bob-O's Hot Dog's",
  "url": "https://boboshotdogs.com/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "West Irving Park Road 8258",
    "postalCode": "60634",
    "addressLocality": "Chicago"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.9523928,
    "longitude": -87.8340932
  },
  "servesCuisine": [
    "burger",
    "hot dog"
  ],
  "hasMenu": "https://boboshotdogs.com/#new-page-section",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://boboshotdogs.com/#drinks-section",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

llms.txt draft:

```
# Bob-O's Hot Dog's

> fast food restaurant (burger, hot dog) in West Irving Park Road 8258 60634 Chicago, Chicago.

## Book or order directly

- Order: https://boboshotdogs.com/#drinks-section (on the business's own site)
- Menu: https://boboshotdogs.com/#new-page-section

## About

- Website: https://boboshotdogs.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.
- **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
Rank 515 of 1720 in Chicago (top 30%).

| 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% | yes |
| 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: Lonnie's Pizzeria (F, 162 m, https://directindex.org/r/lonniespizza.com); Villa Napoli (C, 1677 m, https://directindex.org/r/villanapolirestaurant.com); Elly’s Pancake House (A, 2179 m, https://directindex.org/r/ellysrestaurants.com); Red Robin (B, 2188 m, https://directindex.org/r/redrobin.com); Mr. Beef & Pizza on Harlem (B, 2249 m, https://directindex.org/r/mrbeefandpizza.com); IHOP (A, 2459 m, https://directindex.org/r/ihop.com); BarTucci (D, 2474 m, https://directindex.org/r/lafeeresine.com); Honey Baked Ham (F, 2515 m, https://directindex.org/r/honeybaked.com); Cucina Biagio (C, 2543 m, https://directindex.org/r/cucinabiagio.com); The Great Escape (C, 2614 m, https://directindex.org/r/greatescaperestaurant.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 built with Squarespace average 64% (46% A or B, 6916 sites); this site 72.3%.

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

Read by AI agents 4 times this month.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 7 | 25 |
| actionable | 15 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/boboshotdogs.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: no

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