# K Bistro: Agent-Direct Score C (62%)

Site: http://kbistrofl.com
Report: https://directindex.org/r/kbistrofl.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.)
K Bistro is partly visible to agents.
Some AI assistants are turned away by the website of K Bistro. What K Bistro offers is in a PDF or an image, which assistants read poorly. It finds a way to book or order directly, through OpenTable.

## Direct links
- Book directly: https://www.opentable.com/widget/reservation/loader?rid=1415938&type=standard&theme=tall&color=1&dark=true&iframe=true&domain=com&lang=en-US&newtab=false&ot_source=Restaurant%20website (through opentable acting for the business)
- Order directly: https://order.toasttab.com/online/kitchen-bistro-kompose-miami-3401-northwest-25th-street (through toast acting for the business)
- Menu: https://kbistrofl.com/wp-content/uploads/2026/01/New-Miami-Menu.pdf
- Phone: (786) 310-8672

## What to fix first

- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **The server turns AI crawlers away at the door.** (+6.7 points) Live fetches as GPTBot (http_403), ClaudeBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. 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 (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": "Organization",
  "name": "K Bistro",
  "url": "http://kbistrofl.com",
  "telephone": "(786) 310-8672",
  "address": "3401 NW 25th St, 33142, Miami",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.7992411,
    "longitude": -80.2514537
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.opentable.com/widget/reservation/loader?rid=1415938&type=standard&theme=tall&color=1&dark=true&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://order.toasttab.com/online/kitchen-bistro-kompose-miami-3401-northwest-25th-street",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# K Bistro

> organization in 3401 NW 25th St, 33142, Miami, Miami. Phone (786) 310-8672.

## Book or order directly

- Book: https://www.opentable.com/widget/reservation/loader?rid=1415938&type=standard&theme=tall&color=1&dark=true&iframe=true&domain=com&lang=en-US&newtab=false&ot_source=Restaurant%20website (through opentable acting for the business)
- Order: https://order.toasttab.com/online/kitchen-bistro-kompose-miami-3401-northwest-25th-street (through toast acting for the business)
- Menu: https://kbistrofl.com/wp-content/uploads/2026/01/New-Miami-Menu.pdf

## About

- Website: http://kbistrofl.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.
- **Structured data present (Organization).** but without address, phone or hours
- **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
1295 of 2979 in Miami. Top 43% 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% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | no |
| Structured data with address, phone and hours | 68% | no |
| Have an llms.txt | 44% | no |

Nearest places in the index: Taqueria los Dos Amigos (F, 772 m, https://directindex.org/r/taquerialos2amigos.com); Rincon Criollo Restaurant (F, 838 m, https://directindex.org/r/rinconcriollomiami.com); INTER SPORT & GRILL (C, 850 m, https://directindex.org/r/intersportandgrill.com); George Stone Crab (B, 987 m, https://directindex.org/r/georgestonecrab.com); Sushi Express (D, 1066 m, https://directindex.org/r/sushiexpress.com.mx); El Rumbero (F, 1136 m, https://directindex.org/r/elrumberomiami.com); Pizzacini (A, 1165 m, https://directindex.org/r/pizzacini.com); Crazy Shark Of Miami (C, 1170 m, https://directindex.org/r/crazygames.com); Em's Restaurant (F, 1179 m, https://directindex.org/r/ems-restaurant.com); Chimichurri las Primas (D, 1189 m, https://directindex.org/r/chimichurrilasprimas.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; K Bistro was not among them. See who was named: https://directindex.org/city/miami/recommended


Against its peers: Sites built with WordPress 59% (32% A or B, 54721 sites); Sites using OpenTable 65% (40% A or B, 2156 sites); Sites using Toast 72% (57% A or B, 2928 sites); This site 62%.

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

## Businesses like K Bistro in Miami

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami | 2979 | 54% | 35% | 62% |
| Sites built with WordPress in Miami | 748 | 63% | 43% | 62% |
| Sites using OpenTable in Miami | 123 | 70% | 51% | 62% |
| Sites built with WordPress and using OpenTable in Miami | 56 | 71% | 52% | 62% |

The best of the sites built with WordPress and using OpenTable in Miami: Lentrecote French Restaurant (A 100%, https://directindex.org/r/lentrecoteusa.com); Amara at Paraiso (A 92.3%, https://directindex.org/r/amaraatparaiso.com); Bargean Miami (A 92.3%, https://directindex.org/r/calle8sportsbar.com); Bonsai Sushi (A 92.3%, https://directindex.org/r/bonsaisushius.com); MICHAEL'S GENUINE FOOD & DRINK (A 92.3%, https://directindex.org/r/michaelsgenuine.com).

With the three fixes above (Structured data is incomplete; The server turns AI crawlers away at the door; Menu or price list is a PDF) the score would be about 87.7%: 341st of 2,979 in Miami, up from 1295th.

## The direct record
What agents get for K Bistro, as JSON: https://directindex.org/api/direct/kbistrofl.com
- Book: https://www.opentable.com/widget/reservation/loader?rid=1415938&type=standard&theme=tall&color=1&dark=true&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://order.toasttab.com/online/kitchen-bistro-kompose-miami-3401-northwest-25th-street (vendor on own site: Toast; found by the scan of 2026-10-17, not yet tested)
- Menu: https://kbistrofl.com/wp-content/uploads/2026/01/New-Miami-Menu.pdf (pdf; from the scan)
- Hours: none on record
- Phone: (786) 310-8672
- Stable links that count: https://directindex.org/go/kbistrofl.com/book, https://directindex.org/go/kbistrofl.com/order, https://directindex.org/go/kbistrofl.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 | 18.3 | 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/kbistrofl.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: yes

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