# KOW Restaurant: Agent-Direct Score C (66.2%)

Site: http://www.kowrestaurant.com/
Report: https://directindex.org/r/kowrestaurant.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.)
KOW Restaurant is partly visible to agents.
An AI assistant can open the website of KOW Restaurant. It can read what KOW Restaurant offers. It finds a way to book or order directly, through OpenTable.

## Direct links
- Book directly: https://www.opentable.com/widget/reservation/loader?rid=1256056&type=standard&theme=standard&color=1&dark=false&iframe=true&domain=com&lang=en-US&newtab=false&ot_source=Restaurant%20website (through opentable acting for the business)
- Order directly: https://www.toasttab.com/kow-comfort-restaurant/v3#!/%20 (through toast acting for the business)
- Menu: https://kowrestaurant.com/menu/lunch-special
- Phone: +17866415186

## What to fix first

- **No structured data for the business.** (+14 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 (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": "LocalBusiness",
  "name": "KOW Restaurant",
  "url": "http://www.kowrestaurant.com/",
  "telephone": "+17866415186",
  "address": "14429 SW 42nd St, 33175, Miami",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.729414755654833,
    "longitude": -80.42822600983328
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.opentable.com/widget/reservation/loader?rid=1256056&type=standard&theme=standard&color=1&dark=false&iframe=true&domain=com&lang=en-US&newtab=false&ot_source=Restaurant%20website",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/kow-comfort-restaurant/v3#!/%20",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# KOW Restaurant

> local business (comfort food) in 14429 SW 42nd St, 33175, Miami, Miami. Phone +17866415186.

## Book or order directly

- Book: https://www.opentable.com/widget/reservation/loader?rid=1256056&type=standard&theme=standard&color=1&dark=false&iframe=true&domain=com&lang=en-US&newtab=false&ot_source=Restaurant%20website (through opentable acting for the business)
- Order: https://www.toasttab.com/kow-comfort-restaurant/v3#!/%20 (through toast acting for the business)
- Menu: https://kowrestaurant.com/menu/lunch-special

## About

- Website: http://www.kowrestaurant.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.
- **Booking through opentable on your own domain.** No marketplace commission, and the guest stays yours.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.
- **OpenTable works with agents through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them.

## Where it stands
1153 of 2979 in Miami. Top 39% 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 | 97% | yes |
| 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% | no |

Nearest places in the index: CAO Bakery & Cafe (B, 15 m, https://directindex.org/r/caobakerycafe.com); Gar Sing Chinese Restaurant (C, 188 m, https://directindex.org/r/garsingmiami.com); El Chaman Peruvian Restaurant (C, 363 m, https://directindex.org/r/elchaman.com); Montecatini Restaurant (A, 393 m, https://directindex.org/r/montecatinirestaurants.com); Marakas Pizza (C, 455 m, https://directindex.org/r/marakaspizza.com); Blue Grill and Smoothies (B, 781 m, https://directindex.org/r/bluerestaurantgrill.com); Smoke & Dough (A, 1106 m, https://directindex.org/r/smokeanddough.com); La Giraldilla Restaurant (B, 1231 m, https://directindex.org/r/lagiraldillarest.com); China Town West (A, 1286 m, https://directindex.org/r/chinatownwestmiami.com); Little Louie's Italian Kitchen (A, 1325 m, https://directindex.org/r/littlelouiesmiami.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; KOW Restaurant was not among them. See who was named: https://directindex.org/city/miami/recommended


Against its peers: Sites using OpenTable 65% (40% A or B, 2156 sites); Sites using Toast 72% (57% A or B, 2928 sites); This site 66.2%.

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

## Businesses like KOW Restaurant in Miami

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami | 2979 | 54% | 35% | 66.2% |
| Sites using OpenTable in Miami | 123 | 70% | 51% | 66.2% |

The best of the sites using OpenTable in Miami: Korner67 (A 100%, https://directindex.org/r/korner67.com); Lentrecote French Restaurant (A 100%, https://directindex.org/r/lentrecoteusa.com); Joe's Stone Crabs (A 95.4%, https://directindex.org/r/joesstonecrab.com); Sobe Steakhouse (A 95.4%, https://directindex.org/r/meatmarket.net); Amara at Paraiso (A 92.3%, https://directindex.org/r/amaraatparaiso.com).

With the fix above (No structured data for the business) the score would be about 87.7%: 341st of 2,979 in Miami, up from 1153rd.

## The direct record
What agents get for KOW Restaurant, as JSON: https://directindex.org/api/direct/kowrestaurant.com
- Book: https://www.opentable.com/widget/reservation/loader?rid=1256056&type=standard&theme=standard&color=1&dark=false&iframe=true&domain=com&lang=en-US&newtab=false&ot_source=Restaurant%20website (vendor on own site: OpenTable; found by the scan of 2026-10-17, not yet tested)
- Order: https://www.toasttab.com/kow-comfort-restaurant/v3#!/%20 (vendor on own site: Toast; found by the scan of 2026-10-17, not yet tested)
- Menu: https://kowrestaurant.com/menu/lunch-special (html_page; from the scan)
- Hours: none on record
- Phone: +17866415186
- Stable links that count: https://directindex.org/go/kowrestaurant.com/book, https://directindex.org/go/kowrestaurant.com/order, https://directindex.org/go/kowrestaurant.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 (Toast): yes
- Vendor terms for agents, OpenTable: Through partners. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 10 | 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/kowrestaurant.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: 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

Keep watching this business (https://directindex.org/r/kowrestaurant.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/kowrestaurant.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=kowrestaurant.com&force=1