# Beauty & Essex: Agent-Direct Score F (35.4%)

Site: http://beautyandessexla.com/
Report: https://directindex.org/r/taogroup.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.)
Beauty & Essex is largely invisible to agents.
AI assistants can't open Beauty & Essex's website, so they go by what other sites say about it.

## Direct links
- Book directly: https://taogroup.com/reservations/ (on the business's own site)
- Phone: 3236768880
- Address: 1615 N Cahuenga Blvd, Los Angeles 90028

## Nearby, also direct
Places near Beauty & Essex that take a booking or an order on their own website, with no marketplace in between.
- Luchini Pizzeria & Bar (30 m): https://directindex.org/r/taogroup.com
- Elbow Room (90 m): https://directindex.org/r/elbowroomla.com
- Bearology (100 m): https://directindex.org/r/bearologyusa.com

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (TimeoutError: The operation was aborted due to timeout). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Beauty & Essex",
  "url": "http://beautyandessexla.com/",
  "telephone": "3236768880",
  "address": "1615 N Cahuenga Blvd, Los Angeles 90028",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.1001997,
    "longitude": -118.3297411
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://taogroup.com/reservations/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Structured data found (Organization).** no address, phone or hours in it
- **Booking on your own site.** Agents can book without going through a marketplace.

## Since the scan of 2026-10-23 (B then)
- Fixed: nothing
- New: The site turned away every visitor that wasn't a browser

## Where it stands
Not ranked yet in Los Angeles cafes and bars.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 99% | yes |
| Publish the menu or price list as HTML | 91% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | no |
| Structured data with address, phone and hours | 41% | no |
| Have an llms.txt | 35% | no |

Nearest places in the index: Blue Boar Pub (F, 7 m, https://directindex.org/r/blueboarpub.com); Luchini Pizzeria & Bar (A, 26 m, https://directindex.org/r/taogroup.com); Los Angeles Browns Backers (F, 44 m, https://directindex.org/r/scbba.com); The Palm & The Pine (F, 68 m, https://directindex.org/r/thepalmandthepine.com); Elbow Room (A, 86 m, https://directindex.org/r/elbowroomla.com); The Piano Bar (F, 89 m, https://directindex.org/r/pianobarhollywood.com); Bearology (B, 104 m, https://directindex.org/r/bearologyusa.com); Star Hookah Lounge (D, 156 m, https://directindex.org/r/starhookahlounge.com); Bar Avoja (C, 168 m, https://directindex.org/r/motherwolfla.com); seventyonela (F, 181 m, https://directindex.org/r/rajato4d.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 12 everyday questions about Los Angeles cafes and bars and named 92 places. Beauty & Essex wasn't one of them. See who was named: https://directindex.org/city/los-angeles-cafes-bars/recommended


Score over 2 scans since 2026-10-23: 2026-10-23 74%, 2026-10-25 35%.

Compared with its peers: Sites built with WordPress 55% (25% A or B, 236086 sites); This site 35.4%.

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

## Businesses like Beauty & Essex in Los Angeles cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with WordPress in Los Angeles cafes and bars | 266 | 56% | 27% | 35.4% |

The best of the sites built with WordPress in Los Angeles cafes and bars: Cabinet Espresso Bar (A 96.3%, https://directindex.org/r/cabinet-espresso.com); A Divine H2O (A 95.4%, https://directindex.org/r/adivineh2o.com); Elbow Room (A 95.4%, https://directindex.org/r/elbowroomla.com); Mojo Hookah Lounge (A 95.4%, https://directindex.org/r/mojo-hookah.com); Scenic Route (A 94.9%, https://directindex.org/r/thehoteljune.com).

This site appears in 9 cities (25 places on taogroup.com). https://directindex.org/brand/taogroup.com

## The direct record
What agents get for Beauty & Essex, as JSON: https://directindex.org/api/direct/taogroup.com
- Book: https://taogroup.com/reservations/ (own site; found by the scan of 2026-10-25, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 3236768880
- Stable links that count: https://directindex.org/go/taogroup.com/book

## 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

Only a real browser got this page (a plain fetch got TimeoutError: The operation was aborted due to timeout); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 8 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/taogroup.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/taogroup.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=taogroup.com&force=1