# Rail 71 Cafe: Agent-Direct Score D (46.2%)

Site: http://www.rail71cafe.com
Report: https://directindex.org/r/rail71cafe.com
Scanned: 2026-10-17 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Rail 71 Cafe is hard for agents to use.
An AI assistant can open Rail 71 Cafe's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

## Direct links
- Phone: (786) 375-6593

## What to fix first

- **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. 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 page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it.

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Rail 71 Cafe",
  "url": "http://www.rail71cafe.com",
  "telephone": "(786) 375-6593",
  "address": "7255 NE 4th Ave #111, 33138, Miami",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.841908630464026,
    "longitude": -80.18894263660526
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it

## Where it stands
1848 of 2979 in Miami. Top 62% of the sites scanned in this index.

| What the top 10% 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 block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 68% | no |
| Have an llms.txt | 44% | yes |

Nearest places in the index: Ironside Cafe Bistro (B, 327 m, https://directindex.org/r/ironsidecafe.com); Top Architects (F, 341 m, https://directindex.org/r/toparchmiami.com); Ironside Pizza (A, 373 m, https://directindex.org/r/pizzaironside.com); Blvd Bae's Restaurant (F, 437 m, https://directindex.org/r/blvdbaes.com); Empanada's House Miami (F, 457 m, https://directindex.org/r/empanadashousemiami.com); Ms. Cheezious (A, 457 m, https://directindex.org/r/mscheezious.com); Luxury Bites (F, 468 m, https://directindex.org/r/dcluxrentals.com); Phuc Yea (B, 468 m, https://directindex.org/r/phucyea.com); Winewood (F, 475 m, https://directindex.org/r/admediasolution.com); Jimmy's Eastside Diner (D, 486 m, https://directindex.org/r/mapsite.site).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

The assistants were asked 12 everyday questions about Miami and named 65 places. Rail 71 Cafe wasn't one of them. See who was named: https://directindex.org/city/miami/recommended


Compared with its peers: Sites built with WordPress 58% (30% A or B, 68857 sites); This site 46.2%.

See what an AI agent reads on this site: https://directindex.org/r/rail71cafe.com/agent-view

## Businesses like Rail 71 Cafe in Miami

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami | 2979 | 54% | 35% | 46.2% |
| Sites built with WordPress in Miami | 748 | 63% | 43% | 46.2% |

The best of the sites built with WordPress in Miami: Barstool Bites (A 100%, https://directindex.org/r/seasideonthepier.com); Cèrto Italian Restaurant & Private Events (A 100%, https://directindex.org/r/certomiami.com); Felice Brickell (A 100%, https://directindex.org/r/felicerestaurants.com); Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Foozo Artisan Pizza (A 100%, https://directindex.org/r/eatfoozo.com).

With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; No menu or price list found), the score would be about 90.8%. That would be 250th of 2,979 in Miami, up from 1848th.

## The direct record
What agents get for Rail 71 Cafe, as JSON: https://directindex.org/api/direct/rail71cafe.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: (786) 375-6593

## 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 | 22 | 25 |
| Readable | 8 | 25 |
| Actionable | 0 | 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/rail71cafe.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: 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: yes

Keep watching this business (https://directindex.org/r/rail71cafe.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/rail71cafe.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. 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=rail71cafe.com&force=1