# BLVD 16: Agent-Direct Score B (76.9%)

Site: http://www.hotelpalomar-beverlyhills.com/beverly-hills-restaurants/
Report: https://directindex.org/r/hotelpalomar-beverlyhills.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.)
BLVD 16 is mostly ready for agents.
An AI assistant can open BLVD 16's website. It can read what BLVD 16 offers. To book or order, it is sent to OpenTable, a marketplace.

## Direct links
- Menu: https://www.hotelpalomar-beverlyhills.com/event-venues-los-angeles/event-catering-menus/
- Phone: (310) 474-7765
- Address: 10740 Wilshire Blvd Ste 101, Los Angeles 90024
- Hours, from hotelpalomar-beverlyhills.com: Mon–Sun 19:00–23:00
- Prices: 5 prices on the site, the middle one $11.00

## Nearby, also direct
Places near BLVD 16 that take a booking or an order on their own website, with no marketplace in between.
- fundamental LA (620 m): https://directindex.org/r/fundamental-events.com
- Wolfsglen (660 m): https://directindex.org/r/wolfsglen.com
- Sugar Factory American Brasserie (1.6 km): https://directindex.org/r/sugarfactory.com
- Hinoki & the Bird (2.1 km): https://directindex.org/r/hinokiandthebird.com

## What to fix first
- **Booking only through opentable.** (+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/book-direct-on-your-own-website
- **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)
- **5 prices on the landing page, the middle one $11.00.** In Los Angeles, the middle price of comparable sites that show prices is $14.50.

## Fix kit: What to paste

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

```
# BLVD 16

> restaurant (american) in 10740 Wilshire Blvd Ste 101, Los Angeles 90024, Los Angeles. Phone (310) 474-7765.

## Book or order directly

- Menu: https://www.hotelpalomar-beverlyhills.com/event-venues-los-angeles/event-catering-menus/

## Opening hours

Mo-Su 19:00-23:00

## About

- Website: http://www.hotelpalomar-beverlyhills.com/beverly-hills-restaurants/
- 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
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **OpenTable works with agents through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Terms read on 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
906 of 4566 in Los Angeles. Top 20% 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% | yes |
| 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% | no |

Nearest places with a similar menu: NineThirty (F, 498 m, https://directindex.org/r/ninethirtyw.com); fundamental LA (A, 624 m, https://directindex.org/r/fundamental-events.com); Wolfsglen (B, 656 m, https://directindex.org/r/wolfsglen.com); Mary and Robb's Westwood Cafe (F, 739 m, https://directindex.org/r/westwood.cafe); The Corner Deli & Grill (F, 1482 m, https://directindex.org/r/thecornerdeliandgrill.com); Sugar Factory American Brasserie (A, 1555 m, https://directindex.org/r/sugarfactory.com); Green-Span's - Grilled Cheese (F, 1700 m, https://directindex.org/r/greenspansgrilledcheese.com); Hinoki & the Bird (A, 2093 m, https://directindex.org/r/hinokiandthebird.com); Boston Market (F, 2334 m, https://directindex.org/r/bostonmarket.com); Nook (F, 2372 m, https://directindex.org/r/nookbistro.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 22 everyday questions about Los Angeles and named 154 places. BLVD 16 wasn't one of them. See who was named: https://directindex.org/city/los-angeles/recommended


Compared with its peers: Sites using OpenTable 69% (51% A or B, 6523 sites); This site 76.9%.

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

## Businesses like BLVD 16 in Los Angeles

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles | 4566 | 50% | 32% | 76.9% |
| Sites using OpenTable in Los Angeles | 151 | 72% | 58% | 76.9% |

The best of the sites using OpenTable in Los Angeles: Blue Ribbon Sushi (A 100%, https://directindex.org/r/brsushipalisades.com); Le Sanglier French Restaurant (A 100%, https://directindex.org/r/lesanglierrestaurant.com); Locanda Veneta (A 100%, https://directindex.org/r/locandaveneta.net); Salina (A 100%, https://directindex.org/r/salina.la); Prose Kitchen & Bar (A 98.5%, https://directindex.org/r/eatatprose.com).

With the fix above (Booking only through opentable), the score would be about 95.4%. That would be 126th of 4,566 in Los Angeles, up from 906th.

## The direct record
What agents get for BLVD 16, as JSON: https://directindex.org/api/direct/hotelpalomar-beverlyhills.com
- Book: none on record
- Order: none on record
- Menu: https://www.hotelpalomar-beverlyhills.com/event-venues-los-angeles/event-catering-menus/ (html_page; from the scan)
- Hours: Mo-Su 19:00-23:00 (closed now) (from hotelpalomar-beverlyhills.com)
- Phone: (310) 474-7765
- Stable links that count: https://directindex.org/go/hotelpalomar-beverlyhills.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, OpenTable: Through partners. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 3 | 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/hotelpalomar-beverlyhills.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: 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/hotelpalomar-beverlyhills.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/hotelpalomar-beverlyhills.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=hotelpalomar-beverlyhills.com&force=1