# Miranda Cafe: Agent-Direct Score B (70.8%)

Site: https://www.mirandacafe.com/?utm_source=organic_bing&utm_medium=bing_pw
Report: https://directindex.org/r/mirandacafe.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Miranda Cafe is mostly ready for agents.
An AI assistant can open Miranda Cafe's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to Slice, a marketplace.

## Direct links
- Phone: 7184408328
- Address: 51-24 B 37th Ave, 11377, Woodside

## Nearby, also direct
Places near Miranda Cafe that take a booking or an order on their own website, with no marketplace in between.
- Studio NUEVA ERA (230 m): https://directindex.org/r/boletosexpress.com
- Buddha Bar Queens (230 m): https://directindex.org/r/buddhabarqueens.com
- Espresso 77 (520 m): https://directindex.org/r/espresso77.com

## What to fix first
- **Ordering only through slice.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **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 llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes 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.

```
# Miranda Cafe

> restaurant in 51-24 B 37th Ave, 11377, Woodside, New York cafes and bars. Phone 7184408328.

## About

- Website: https://www.mirandacafe.com/?utm_source=organic_bing&utm_medium=bing_pw
- 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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Restaurant).** address, phone, opening hours

## Where it stands
1048 of 4076 in New York cafes and bars. Top 26% 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 | 97% | no |
| Publish the menu or price list as HTML | 95% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 36% | yes |
| Have an llms.txt | 22% | no |

Nearest places in the index: Upstairs Cocktail Bar (D, 220 m, https://directindex.org/r/upstairscocktailbar.com); Studio NUEVA ERA (B, 228 m, https://directindex.org/r/boletosexpress.com); Jia (F, 231 m, https://directindex.org/r/jiabar.net); Buddha Bar Queens (B, 232 m, https://directindex.org/r/buddhabarqueens.com); Catchika (F, 298 m, https://directindex.org/r/square.site); Praga Tapas Bar (F, 377 m, https://directindex.org/r/pragatapas.com); Club Evolution (D, 515 m, https://directindex.org/r/eclubnyc.com); Espresso 77 (B, 515 m, https://directindex.org/r/espresso77.com); Ngatso Cafe (C, 562 m, https://directindex.org/r/ngatso.com); Thamel NYC (D, 569 m, https://directindex.org/r/thamel.us).

## 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.


Compared with its peers: Sites using Slice 69% (87% A or B, 557 sites); This site 70.8%.

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

## Businesses like Miranda Cafe in New York cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York cafes and bars | 4076 | 48% | 26% | 70.8% |
| Sites using Slice in New York cafes and bars | 5 | 65% | 60% | 70.8% |

The best of the sites using Slice in New York cafes and bars: OH! Bagel (B 70.8%, https://directindex.org/r/ohbagelcafe.com); PJ Brady's Bar & Restaurant (B 70.8%, https://directindex.org/r/pjbradysmenu.com); Brickyard Craft Kitchen and Bar (C 66.2%, https://directindex.org/r/brickyardbarnyc.com); Safir Bakery & Cafe (D 46.2%, https://directindex.org/r/safirbakery.com).

With the two fixes above (Ordering only through slice; No menu or price list found), the score would be about 100%, which would be first of 4,076 in New York cafes and bars.

## The direct record
What agents get for Miranda Cafe, as JSON: https://directindex.org/api/direct/mirandacafe.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 7184408328

## 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
- Vendor terms for agents, Slice: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 18 | 25 |
| Actionable | 3 | 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/mirandacafe.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: 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/mirandacafe.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/mirandacafe.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=mirandacafe.com&force=1