# Bearology: Agent-Direct Score B (73.8%)

Site: http://www.bearologyusa.com/
Report: https://directindex.org/r/bearologyusa.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.)
Bearology is mostly ready for agents.
An AI assistant can open Bearology's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through bit.ly.

## Direct links
- Order directly: https://account.bearologyusa.com/orders?locale=en&region_country=US&buyer_flags=eyJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnYjZtMWMtc2cubXlzaG9waWZ5LmNvbSIsImZsYWdzIjpbXSwiZXhwIjoxNzkzNTA3MTkyLCJuYmYiOjE3OTI5MDIzOTJ9.CCaMxl1sau9NKU0RXqxfT8ssNJqN5qi-4U2uppuWceo (on the business's own site)
- Phone: +13104925700
- Address: 1649 N Cahuenga Blvd, 90028-6201, Los Angeles
- Prices: 21 prices on the site, the middle one $25.00

## Nearby, also direct
Places near Bearology that take a booking or an order on their own website, with no marketplace in between.
- Elbow Room (30 m): https://directindex.org/r/elbowroomla.com
- Luchini Pizzeria & Bar (130 m): https://directindex.org/r/taogroup.com
- Hollywood Hookah Lounge (190 m): https://directindex.org/r/hollywoodhookah.com
- Harold's Chicken and Bar (210 m): https://directindex.org/r/haroldschickenla.com

## What to fix first
- **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
- **Booking through an unrecognised third party.** (no points, but worth doing) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website

## What the site tells visitors (Measured, not scored)
- **21 prices on the landing page, the middle one $25.00.** In Los Angeles, the middle price of comparable sites that show prices is $23.75.

## 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": "Bearology",
  "url": "http://www.bearologyusa.com/",
  "telephone": "+13104925700",
  "address": "1649 N Cahuenga Blvd, 90028-6201, Los Angeles",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.10112796,
    "longitude": -118.3296149
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://account.bearologyusa.com/orders?locale=en&region_country=US&buyer_flags=eyJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnYjZtMWMtc2cubXlzaG9waWZ5LmNvbSIsImZsYWdzIjpbXSwiZXhwIjoxNzkzNTA3MTkyLCJuYmYiOjE3OTI5MDIzOTJ9.CCaMxl1sau9NKU0RXqxfT8ssNJqN5qi-4U2uppuWceo",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## 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 (Organization).** no address, phone or hours in it
- **Ordering on your own site.** Agents can order without going through a marketplace.

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

## Where it stands
231 of 1405 in Los Angeles cafes and bars. Top 16% 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 | 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% | yes |
| Structured data with address, phone and hours | 41% | no |
| Have an llms.txt | 35% | yes |

Nearest places in the index: Elbow Room (A, 31 m, https://directindex.org/r/elbowroomla.com); The Palm & The Pine (F, 59 m, https://directindex.org/r/thepalmandthepine.com); Scum and Villainy Cantina (D, 88 m, https://directindex.org/r/scumandvillainycantina.com); Star Hookah Lounge (D, 100 m, https://directindex.org/r/starhookahlounge.com); Blue Boar Pub (F, 111 m, https://directindex.org/r/blueboarpub.com); Luchini Pizzeria & Bar (A, 129 m, https://directindex.org/r/taogroup.com); Los Angeles Browns Backers (F, 132 m, https://directindex.org/r/scbba.com); The Piano Bar (F, 165 m, https://directindex.org/r/pianobarhollywood.com); Hollywood Hookah Lounge (F, 189 m, https://directindex.org/r/hollywoodhookah.com); Harold's Chicken and Bar (A, 213 m, https://directindex.org/r/haroldschickenla.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. Bearology 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 35%, 2026-10-25 74%.

Compared with its peers: Sites built with Shopify 48% (24% A or B, 13925 sites); This site 73.8%.

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

## Businesses like Bearology in Los Angeles cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles cafes and bars | 1405 | 46% | 23% | 73.8% |
| Sites built with Shopify in Los Angeles cafes and bars | 127 | 50% | 23% | 73.8% |

The best of the sites built with Shopify in Los Angeles cafes and bars: Good Clean Fun (A 100%, https://directindex.org/r/gcfwines.com); Stella Coffee (A 90.8%, https://directindex.org/r/stellacoffeela.com); Sightglass Coffee (A 87.5%, https://directindex.org/r/sightglasscoffee.com); Stanley's Wet Goods (A 86.2%, https://directindex.org/r/stanleys.la); Coffee Dose (B 84.6%, https://directindex.org/r/coffeedose.cafe).

With the two fixes above (Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 20th of 1,405 in Los Angeles cafes and bars, up from 231st.

## The direct record
What agents get for Bearology, as JSON: https://directindex.org/api/direct/bearologyusa.com
- Book: none on record
- Order: https://account.bearologyusa.com/orders?locale=en&region_country=US&buyer_flags=eyJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnYjZtMWMtc2cubXlzaG9waWZ5LmNvbSIsImZsYWdzIjpbXSwiZXhwIjoxNzkzNTA3MTkyLCJuYmYiOjE3OTI5MDIzOTJ9.CCaMxl1sau9NKU0RXqxfT8ssNJqN5qi-4U2uppuWceo (own site; found by the scan of 2026-10-25, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +13104925700
- Stable links that count: https://directindex.org/go/bearologyusa.com/order

## 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): yes
- 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 | 8 | 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/bearologyusa.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: yes
- 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: yes
- OAuth protected resource metadata: yes
- 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: yes
- JSON-LD for the business: yes

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