# Manhattan Chicago Pizza: Agent-Direct Score D (50.8%)

Site: https://www.manhattanchicagokendall.com
Report: https://directindex.org/r/manhattanchicagokendall.com
Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Manhattan Chicago Pizza is hard for agents to use.
An AI assistant can open the website of Manhattan Chicago Pizza. What Manhattan Chicago Pizza offers is on another site. It finds a way to book or order directly, through chicagokendall.com.
## What to fix first

- **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
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Menu or price list lives on another site.** (+5 points) The link points to chicagokendall.com, so the credit and the traffic go there. Guide: https://directindex.org/guides/menu-pdf-ai

## 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": "Manhattan Chicago Pizza",
  "url": "https://www.manhattanchicagokendall.com",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.687602,
    "longitude": -80.3628873
  },
  "openingHours": "Mo-Sa 11:00-22:00; Su 12:00-20:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday"
      ],
      "opens": "11:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "12:00",
      "closes": "20:00"
    }
  ],
  "servesCuisine": [
    "italian",
    "pizza"
  ],
  "hasMenu": "https://www.chicagokendall.com/menu"
}
</script>
```

## 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.

## Where it stands
1708 of 2979 in Miami. Top 57% 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% | no |
| Publish the menu or price list as HTML | 97% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 68% | no |
| Have an llms.txt | 44% | yes |

Nearest places with a similar menu: Osteria Vecchio Piemonte (B, 1482 m, https://directindex.org/r/osteriavpsunset.com); OG's Pizza Joint (A, 1937 m, https://directindex.org/r/ogspizzajoint.com); Rubino's Pizzeria e Ristorante Italiano (B, 1952 m, https://directindex.org/r/rubinospizzaristorante.com); Carmine's la Trattoria (D, 2234 m, https://directindex.org/r/carmineslatrattoria.com); Two Brothers Pizza (B, 2542 m, https://directindex.org/r/twobrospizzeria.com); Local Pie (B, 2598 m, https://directindex.org/r/thelocalpie.com); Salvatore D. Fine Italian Cuisine (C, 2868 m, https://directindex.org/r/salvatoredrestaurant.com); Romano's Macaroni Grill (B, 3017 m, https://directindex.org/r/macaronigrill.com); Lucia Pizzeria (C, 3236 m, https://directindex.org/r/luciapizzeria.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.

Asked 12 everyday questions about Miami, the assistants named 65 places; Manhattan Chicago Pizza was not among them. See who was named: https://directindex.org/city/miami/recommended


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

## Businesses like Manhattan Chicago Pizza in Miami

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami | 2979 | 54% | 35% | 50.8% |

The best of the businesses of the same kind in Miami: Ace Kabab(No dining) (A 100%, https://directindex.org/r/acekabab.com); Angelo's Pizza (A 100%, https://directindex.org/r/angelos-pizza.net); Artisan Kitchen & Bar (A 100%, https://directindex.org/r/artisankitchenandbar.com); Ave By Divino (A 100%, https://directindex.org/r/avebydivino.com); Avo Miami (A 100%, https://directindex.org/r/avo-miami.com).

With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; Menu or price list lives on another site) the score would be about 95.4%: 132nd of 2,979 in Miami, up from 1708th.

## The direct record
What agents get for Manhattan Chicago Pizza, as JSON: https://directindex.org/api/direct/manhattanchicagokendall.com
- Book: none on record
- Order: none on record
- Menu: https://www.chicagokendall.com/menu (external; from the scan)
- Hours: Mo-Sa 11:00-22:00; Su 12:00-20:00 (closed now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/manhattanchicagokendall.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): 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 2 | 25 |
| Actionable | 6 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/manhattanchicagokendall.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: 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: no

Keep watching this business (https://directindex.org/r/manhattanchicagokendall.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/manhattanchicagokendall.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=manhattanchicagokendall.com&force=1