# Sei Less: Agent-Direct Score A (100%)

Site: https://seiless.com/
Report: https://directindex.org/r/seiless.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Sei Less is ready for agents.
An AI assistant can open Sei Less's website. It can read what Sei Less offers. To book or order, it is sent to Resy, a marketplace.

## Direct links
- Order directly: https://www.seiless.com/order (on the business's own site)
- Menu: https://www.seiless.com/menu/
- Phone: +12125862675
- Address: 156 W 38th St, 10018, New York
- Its menu mentions: vegan options, vegetarian dishes, allergens, a lunch or set menu

## Nearby, also direct
Places near Sei Less that take a booking or an order on their own website, with no marketplace in between.
- Beyond Sushi - Vegan Restaurant (90 m): https://directindex.org/r/beyondsushi.com
- Japanese Cafe (220 m): https://directindex.org/r/993cafe.com
- Wok to Walk (300 m): https://directindex.org/r/woktowalk.com
- Mapo Asian Restaurant & Bar (660 m): https://directindex.org/r/maponewyork.com
- iTaste Express (850 m): https://directindex.org/r/itasteexpress.com

## What to fix first
- **Booking only through resy.** (no points, but worth doing) 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/book-direct-on-your-own-website

## 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
230 of 11000 in New York. Top 2% 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) | 96% | yes |
| Structured data with address, phone and hours | 59% | yes |
| Have an llms.txt | 25% | yes |

Nearest places with a similar menu: Beyond Sushi - Vegan Restaurant (A, 90 m, https://directindex.org/r/beyondsushi.com); Japanese Cafe (D, 217 m, https://directindex.org/r/993cafe.com); Wok to Walk (B, 299 m, https://directindex.org/r/woktowalk.com); Alpha Fusion (F, 638 m, https://directindex.org/r/alpha34.com); Mapo Asian Restaurant & Bar (A, 664 m, https://directindex.org/r/maponewyork.com); Traveler (B, 815 m, https://directindex.org/r/travelernyc.com); Hue House (D, 816 m, https://directindex.org/r/huehouseny.com); iTaste Express (D, 847 m, https://directindex.org/r/itasteexpress.com); Hidden Leaf (F, 865 m, https://directindex.org/r/hiddenleafnyc.com); Franchia (B, 871 m, https://directindex.org/r/franchia.com).

## 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 13 everyday questions about New York and named 69 places. Sei Less wasn't one of them. See who was named: https://directindex.org/city/new-york/recommended


Compared with its peers: Sites using Resy 67% (44% A or B, 2728 sites); This site 100%.

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

## Businesses like Sei Less in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York | 11000 | 52% | 34% | 100% |
| Sites using Resy in New York | 957 | 68% | 45% | 100% |

The best of the sites using Resy in New York: Adrianna's Pizzeria (A 100%, https://directindex.org/r/adriennespizzabar.com); Angelina's (A 100%, https://directindex.org/r/angelinasristorante.com); Black Iris (A 100%, https://directindex.org/r/blackirisny.com); Casa Louie (A 100%, https://directindex.org/r/casalouienyc.com); Cross Road BK (A 100%, https://directindex.org/r/crossroadbk.com).

## The direct record
What agents get for Sei Less, as JSON: https://directindex.org/api/direct/seiless.com
- Book: none on record
- Order: https://www.seiless.com/order (own site; found by the scan of 2026-10-24, not yet tested)
- Menu: https://www.seiless.com/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: +12125862675
- Stable links that count: https://directindex.org/go/seiless.com/order, https://directindex.org/go/seiless.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 /menu/: 118 menu items in JSON-LD; booking page /order: ordering via doordash, ordering via ubereats.

## 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/seiless.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/seiless.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/seiless.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=seiless.com&force=1