# Openaire: Agent-Direct Score B (75.4%)

Site: https://www.thelinehotel.com/los-angeles/restaurants-bars/openaire/
Report: https://directindex.org/r/thelinehotel.com
Scanned: 2026-10-25 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Openaire is mostly ready for agents.
An AI assistant can open Openaire's website. What Openaire offers is in a PDF or an image, and assistants read those badly. It finds a phone number, but no link to book or order online.

## Direct links
- Menu: https://www.thelinehotel.com/wp-content/uploads/sites/2/2025/07/08175144/LINE-OA-Pool-Menu-.pdf
- Phone: +12133683065
- Address: 3515 Wilshire Blvd, Los Angeles 90010
- Hours, from thelinehotel.com: Mon–Tue 07:30–11:00, 11:30–14:30; Wed–Fri 07:30–11:00, 11:30–14:30, 16:00–17:30, 17:30–22:00; Sat–Sun 10:00–14:30, 16:00–17:30, 17:30–22:00
- Prices: 20 prices on the site, the middle one $10.00
- Languages: English, Korean

## Nearby, also direct
Places near Openaire that take a booking or an order on their own website, with no marketplace in between.
- Berlin's (90 m): https://directindex.org/r/eatberlins.com
- Gogobop Korean Rice Bar (130 m): https://directindex.org/r/gogobop.com
- Bon Shabu (140 m): https://directindex.org/r/bonshabula.com
- BCD Tofu House (140 m): https://directindex.org/r/bcdtofuhouse.com
- Le Comptoir (160 m): https://directindex.org/r/lecomptoirla.com

## What to fix first
- **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai

## What the site tells visitors (Measured, not scored)
- **20 prices on the landing page, the middle one $10.00.** In Los Angeles, the middle price of comparable sites that show prices is $14.50.

## 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

## Since the scan of 2026-10-23 (B then)
- Fixed: nothing
- New: nothing

## Where it stands
981 of 4566 in Los Angeles. Top 21% 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% | 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 | 59% | yes |
| Have an llms.txt | 38% | yes |

Nearest places in the index: Pot at the Line Hotel (F, 42 m, https://directindex.org/r/stylesacoche.com); Berlin's (A, 85 m, https://directindex.org/r/eatberlins.com); Lucky Chen Inc (F, 92 m, https://directindex.org/r/luckychen.tw); The TAPAS & the PAPAS is Spanish FOOD in L.A (D, 97 m, https://directindex.org/r/wixsite.com); Gogobop Korean Rice Bar (B, 129 m, https://directindex.org/r/gogobop.com); Bon Shabu (B, 137 m, https://directindex.org/r/bonshabula.com); BCD Tofu House (B, 139 m, https://directindex.org/r/bcdtofuhouse.com); Le Comptoir (B, 155 m, https://directindex.org/r/lecomptoirla.com); Los Angeles Koreatown (F, 156 m, https://directindex.org/r/53.com); Cassell's Hamburger (B, 157 m, https://directindex.org/r/cassellshamburgers.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.

Recommended when people ask: "Brunch on Sunday for four. Where can I reserve?" (ChatGPT, Gemini); "Lunch on a terrace in the sun tomorrow. Where can I reserve?" (ChatGPT)


Score over 2 scans since 2026-10-23: 2026-10-23 75%, 2026-10-25 75%.

Compared with its peers: Sites built with WordPress 55% (24% A or B, 251475 sites); This site 75.4%.

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

## Named by ChatGPT and Gemini for "Brunch on Sunday for four. Where can I reserve?" and "Lunch on a terrace in the sun tomorrow. Where can I reserve?" in Los Angeles, November 2026
- "Brunch on Sunday for four. Where can I reserve?" (2026-11-01): ChatGPT with a link to this site; Gemini with a link to this site. https://directindex.org/city/los-angeles/recommended/brunch
- "Lunch on a terrace in the sun tomorrow. Where can I reserve?" (2026-11-01): ChatGPT with a link to this site. https://directindex.org/city/los-angeles/recommended/terrace
Named by 2 of 3 assistants asked. Badge: https://directindex.org/badge/named/thelinehotel.com.svg

## Businesses like Openaire in Los Angeles

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles | 4566 | 50% | 32% | 75.4% |
| Sites built with WordPress in Los Angeles | 914 | 61% | 37% | 75.4% |

The best of the sites built with WordPress in Los Angeles: Baja Cantina (A 100%, https://directindex.org/r/bajacantina.com); Chicken Maison (A 100%, https://directindex.org/r/chickenmaison.com); Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Foodgod Truffle Fries (A 100%, https://directindex.org/r/seasideonthepier.com); Le Sanglier French Restaurant (A 100%, https://directindex.org/r/lesanglierrestaurant.com).

With the two fixes above (No booking or ordering link on the website; Menu or price list is a PDF), the score would be about 100%, which would be first of 4,566 in Los Angeles.

This site appears in 4 cities (7 places on thelinehotel.com). https://directindex.org/brand/thelinehotel.com

## The direct record
What agents get for Openaire, as JSON: https://directindex.org/api/direct/thelinehotel.com
- Book: none on record
- Order: none on record
- Menu: https://www.thelinehotel.com/wp-content/uploads/sites/2/2025/07/08175144/LINE-OA-Pool-Menu-.pdf (pdf; from the scan)
- Hours: Mo,Tu 07:30-11:00,11:30-14:30; We-Fr 07:30-11:00,11:30-14:30,16:00-17:30,17:30-22:00; Sa,Su 10:00-14:30,16:00-17:30,17:30-22:00 (open now) (from thelinehotel.com)
- Phone: +12133683065
- Stable links that count: https://directindex.org/go/thelinehotel.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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 2 | 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/thelinehotel.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/thelinehotel.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/thelinehotel.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=thelinehotel.com&force=1