# Lucky Mizu: Agent-Direct Score A (92.3%)

Site: https://www.luckymizudtla.com/
Report: https://directindex.org/r/luckymizudtla.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.)
Lucky Mizu is ready for agents.
An AI assistant can open Lucky Mizu's website. It can read what Lucky Mizu offers. It finds a way to book or order directly, through Tripleseat.

## Direct links
- Book directly: https://picoandfighospitalityllc.tripleseat.com/party_request/30995 (through tripleseat acting for the business)
- Order directly: https://images.getbento.com/accounts/f1f9fc0d47cc00e2c14542dceec63add/media/biOXwUmgQNiq8XpeLF2A_L8%20Event%20Deck%204.10.26%20V3.pdf (through bentobox acting for the business)
- Menu: https://www.luckymizudtla.com/menu/
- Phone: +12137897853
- Address: 1254 S Figueroa St, 90015, Los Angeles
- Its menu mentions: vegetarian dishes
- Prices: 7 prices on the site, the middle one $28.00

## Nearby, also direct
Places near Lucky Mizu that take a booking or an order on their own website, with no marketplace in between.
- Maison Kasai (10 m): https://directindex.org/r/maisonkasaidtla.com
- Bachi Yaki (570 m): https://directindex.org/r/bachiyaki.com
- Habachihana Grill (700 m): https://directindex.org/r/habachihanagrill.com
- Totoyama Ramen DTLA (840 m): https://directindex.org/r/totoyamadtla.com
- Hatch Yakitori (1.1 km): https://directindex.org/r/hatchyalater.com

## What to fix first
- **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

## What the site tells visitors (Measured, not scored)
- **7 prices on the landing page, the middle one $28.00.** In Los Angeles, the middle price of comparable sites that show prices is $15.00.

## Fix kit: What to paste

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

```
# Lucky Mizu

> food establishment (japanese) in 1254 S Figueroa St, 90015, Los Angeles, Los Angeles. Phone +12137897853.

## Book or order directly

- Book: https://picoandfighospitalityllc.tripleseat.com/party_request/30995 (through tripleseat acting for the business)
- Order: https://images.getbento.com/accounts/f1f9fc0d47cc00e2c14542dceec63add/media/biOXwUmgQNiq8XpeLF2A_L8%20Event%20Deck%204.10.26%20V3.pdf (through bentobox acting for the business)
- Menu: https://www.luckymizudtla.com/menu/

## About

- Website: https://www.luckymizudtla.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 main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (FoodEstablishment).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through tripleseat on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Ordering through bentobox on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
284 of 4350 in Los Angeles. Top 7% 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% | yes |
| Publish the menu or price list as HTML | 95% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes |
| Structured data with address, phone and hours | 59% | yes |
| Have an llms.txt | 37% | no |

Nearest places with a similar menu: Maison Kasai (A, 5 m, https://directindex.org/r/maisonkasaidtla.com); Bachi Yaki (B, 574 m, https://directindex.org/r/bachiyaki.com); Habachihana Grill (C, 699 m, https://directindex.org/r/habachihanagrill.com); Totoyama Ramen DTLA (A, 839 m, https://directindex.org/r/totoyamadtla.com); Tokyo Fried Chicken (F, 1038 m, https://directindex.org/r/tokyofriedchicken.com); Hatch Yakitori (A, 1113 m, https://directindex.org/r/hatchyalater.com); Niku X (C, 1180 m, https://directindex.org/r/nikux.com); Takami Sushi & Robata (A, 1292 m, https://directindex.org/r/takamisushi.com); At Home Kitchen (B, 1362 m, https://directindex.org/r/at-homekitchen.com); Takasan Japanese Bowls (F, 1401 m, https://directindex.org/r/takasan.co).

## 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 Los Angeles and named 95 places. Lucky Mizu wasn't one of them. See who was named: https://directindex.org/city/los-angeles/recommended


Compared with its peers: Sites built with BentoBox 84% (94% A or B, 1285 sites); Sites using BentoBox 83% (93% A or B, 505 sites); This site 92.3%.

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

## Businesses like Lucky Mizu in Los Angeles

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles | 4350 | 50% | 31% | 92.3% |
| Sites built with BentoBox in Los Angeles | 83 | 85% | 95% | 92.3% |
| Sites using Tripleseat in Los Angeles | 32 | 80% | 78% | 92.3% |
| Sites built with BentoBox and using Tripleseat in Los Angeles | 7 | 90% | 100% | 92.3% |

The best of the sites built with BentoBox and using Tripleseat in Los Angeles: Cafe Fig (A 92.3%, https://directindex.org/r/cafefig.com); Maison Kasai (A 92.3%, https://directindex.org/r/maisonkasaidtla.com); Qué Bárbaro (A 92.3%, https://directindex.org/r/quebarbarodtla.com); The Brown Sheep (A 92.3%, https://directindex.org/r/brownsheepdtla.com); Mother of Pearl (A 87.7%, https://directindex.org/r/motherofpearldtla.com).

## The direct record
What agents get for Lucky Mizu, as JSON: https://directindex.org/api/direct/luckymizudtla.com
- Book: https://picoandfighospitalityllc.tripleseat.com/party_request/30995 (vendor on own site: Tripleseat; found by the scan of 2026-10-23, not yet tested)
- Order: https://images.getbento.com/accounts/f1f9fc0d47cc00e2c14542dceec63add/media/biOXwUmgQNiq8XpeLF2A_L8%20Event%20Deck%204.10.26%20V3.pdf (vendor on own site: BentoBox; found by the scan of 2026-10-23, not yet tested)
- Menu: https://www.luckymizudtla.com/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: +12137897853
- Stable links that count: https://directindex.org/go/luckymizudtla.com/book, https://directindex.org/go/luckymizudtla.com/order, https://directindex.org/go/luckymizudtla.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
- Vendor terms for agents, Tripleseat: 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.

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 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/luckymizudtla.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/luckymizudtla.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/luckymizudtla.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=luckymizudtla.com&force=1