# Mandolin Aegean Bistro: Agent-Direct Score A (100%)

Site: http://mandolinmiami.com
Report: https://directindex.org/r/mandolinrestaurant.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.)
Mandolin Aegean Bistro is ready for agents.
An AI assistant can open the website of Mandolin Aegean Bistro. It can read what Mandolin Aegean Bistro offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.mandolinrestaurant.com/reservations/ (on the business's own site)
- Order directly: https://getbento.com/?utm_source=header&utm_campaign=mandolinrestaurant.com (through bentobox acting for the business)
- Menu: https://www.mandolinrestaurant.com/menus/
- Phone: +13057499140

## What to fix first

- **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

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

```
# Mandolin Aegean Bistro

> food establishment (mediterranean) in 4312 NE 2nd Ave, 33137, Miami, Miami. Phone +13057499140.

## Book or order directly

- Book: https://www.mandolinrestaurant.com/reservations/ (on the business's own site)
- Order: https://getbento.com/?utm_source=header&utm_campaign=mandolinrestaurant.com (through bentobox acting for the business)
- Menu: https://www.mandolinrestaurant.com/menus/

## About

- Website: http://mandolinmiami.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.
- **Structured data present (FoodEstablishment).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.
- **Ordering through bentobox on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
64 of 2978 in Miami. Top 2% 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% | yes |
| Have an llms.txt | 44% | no |

Nearest places with a similar menu: Café Roval (F, 1559 m, https://directindex.org/r/caferoval.com); Sha Wynwood (B, 1748 m, https://directindex.org/r/shawynwood.com); Smart Bowls Miami (B, 1794 m, https://directindex.org/r/smartbowlsmiami.com); ICON Mediterranean (B, 1935 m, https://directindex.org/r/iconmediterranean.com); Ironside Cafe Bistro (B, 3225 m, https://directindex.org/r/ironsidecafe.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; Mandolin Aegean Bistro was not among them. See who was named: https://directindex.org/city/miami/recommended


Against its peers: Sites built with BentoBox 84% (95% A or B, 1162 sites); Sites using BentoBox 83% (94% A or B, 436 sites); This site 100%.

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

## Businesses like Mandolin Aegean Bistro in Miami

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami | 2978 | 54% | 35% | 100% |
| Sites built with BentoBox in Miami | 67 | 88% | 97% | 100% |
| Sites using BentoBox in Miami | 33 | 85% | 91% | 100% |
| Sites built with BentoBox and using BentoBox in Miami | 31 | 86% | 94% | 100% |

The best of the sites built with BentoBox and using BentoBox in Miami: Casa Gianna (A 100%, https://directindex.org/r/casagianna.com); Rum Room Restaurant & Venu (A 98.5%, https://directindex.org/r/rumroommiamibeach.com); The Joyce (A 96.9%, https://directindex.org/r/thejoycerestaurant.com); Mastro's Ocean Club (A 95.4%, https://directindex.org/r/mastrosrestaurants.com); Taverna Opa (A 95.4%, https://directindex.org/r/tavernaopa.com).

## The direct record
What agents get for Mandolin Aegean Bistro, as JSON: https://directindex.org/api/direct/mandolinrestaurant.com
- Book: https://www.mandolinrestaurant.com/reservations/ (own site; found by the scan of 2026-10-17, not yet tested)
- Order: https://getbento.com/?utm_source=header&utm_campaign=mandolinrestaurant.com (vendor on own site: BentoBox; found by the scan of 2026-10-17, not yet tested)
- Menu: https://www.mandolinrestaurant.com/menus/ (html_page; from the scan)
- Hours: none on record
- Phone: +13057499140
- Stable links that count: https://directindex.org/go/mandolinrestaurant.com/book, https://directindex.org/go/mandolinrestaurant.com/order, https://directindex.org/go/mandolinrestaurant.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

Found one hop past the home page: menu page /menus/: menu schema.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 15 | 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/mandolinrestaurant.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: 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: 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/mandolinrestaurant.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/mandolinrestaurant.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=mandolinrestaurant.com&force=1