# L for You: Agent-Direct Score A (100%)

Site: https://www.lforyou.tokyo
Report: https://directindex.org/r/lforyou.tokyo
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
L for You is ready for agents.
An AI assistant can open L for You's website. It can read what L for You offers. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://lforyou.tokyo/service/bulk-order/ (on the business's own site)
- Menu: https://lforyou.tokyo/aoyama/menu/
- Phone: +81364592504
- Address: Minamiaoyama, 3 Chome−9−3 池上ビル １階, 107-0062, 港区
- Its menu mentions: vegan options
- Languages: English, Japanese

## Nearby, also direct
Places near L for You that take a booking or an order on their own website, with no marketplace in between.
- Cafe Kitsune (150 m): https://directindex.org/r/maisonkitsune.com
- 文房具カフェ (410 m): https://directindex.org/r/bun-cafe.com
- Blue Note Tokyo (550 m): https://directindex.org/r/bluenote.co.jp

## What to fix first
- Nothing to fix.

## 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
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
2 of 6174 in Tokyo cafes and bars. Top 1% 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 | 68% | yes |
| Publish the menu or price list as HTML | 68% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 89% | yes |
| Structured data with address, phone and hours | 15% | yes |
| Have an llms.txt | 22% | yes |

Nearest places in the index: Cafe Kitsune (C, 152 m, https://directindex.org/r/maisonkitsune.com); Bar Boots (F, 240 m, https://directindex.org/r/aoyama-boots.com); Eclectic cafe ERIC ROSE (D, 243 m, https://directindex.org/r/ericrose.jp); Délifrance (F, 318 m, https://directindex.org/r/delifrance.com); 文房具カフェ (B, 409 m, https://directindex.org/r/bun-cafe.com); Chocolat Chic (F, 516 m, https://directindex.org/r/chocolat-chic.com); Cafe & Bar FAB (F, 533 m, https://directindex.org/r/cafebar-fab.com); Blue Note Tokyo (C, 549 m, https://directindex.org/r/bluenote.co.jp); Onden Coffee (D, 554 m, https://directindex.org/r/hap-gallery.jp); 217 | Greek Yogurt (F, 572 m, https://directindex.org/r/217-greekyogurt.jp).

## 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 built with WordPress 57% (28% A or B, 145483 sites); This site 100%.

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

## Businesses like L for You in Tokyo cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Tokyo cafes and bars | 6174 | 34% | 5% | 100% |
| Sites built with WordPress in Tokyo cafes and bars | 164 | 48% | 4% | 100% |

The best of the sites built with WordPress in Tokyo cafes and bars: *LUPOPO* (A 86.2%, https://directindex.org/r/lupopocafe.net); 食品サンプル製作体験カフェ (B 84.6%, https://directindex.org/r/foodsamplecafe.com); Bar Napoleon (B 78.4%, https://directindex.org/r/akasakaprince.com); Café Capybara (B 71.3%, https://directindex.org/r/cspace.co.jp); Twelve On The Park (B 71.3%, https://directindex.org/r/twelveonthepark.jp).

## The direct record
What agents get for L for You, as JSON: https://directindex.org/api/direct/lforyou.tokyo
- Book: none on record
- Order: https://lforyou.tokyo/service/bulk-order/ (own site; found by the scan of 2026-10-22, not yet tested)
- Menu: https://lforyou.tokyo/aoyama/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: +81364592504
- Stable links that count: https://directindex.org/go/lforyou.tokyo/order, https://directindex.org/go/lforyou.tokyo/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 /aoyama/menu/: 4 menu items in JSON-LD, phone.

## 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/lforyou.tokyo
- 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/lforyou.tokyo/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/lforyou.tokyo/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=lforyou.tokyo&force=1