# Mother of Pearl: Agent-Direct Score A (87.7%)

Site: https://www.motherofpearldtla.com/
Report: https://directindex.org/r/motherofpearldtla.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.)
Mother of Pearl is ready for agents.
An AI assistant can open Mother of Pearl's website. It can read what Mother of Pearl offers. It finds a way to book or order directly, through Tripleseat.

## Direct links
- Book directly: https://picoandfighospitalityllc.tripleseat.com/party_request/30993 (through tripleseat acting for the business)
- Order directly: https://images.getbento.com/accounts/292fc3086918eff9eb4cfac4a669fc0c/media/6rkTiPTyRMa3QkX5jeZg_L8%20Event%20Deck%204.10.26%20V3.pdf (through bentobox acting for the business)
- Menu: https://www.motherofpearldtla.com/menu/
- Phone: +12137897859
- Address: 1254 S Figueroa St, 90015-1309, Los Angeles

## Nearby, also direct
Places near Mother of Pearl that take a booking or an order on their own website, with no marketplace in between.
- 22nd St. Landing Seafood Grill & Bar (1.3 km): https://directindex.org/r/22ndstlandingrestaurant.com
- Pez Cantina (1.8 km): https://directindex.org/r/pezcantina.com
- Rappahannock Oyster Bar (2.5 km): https://directindex.org/r/rroysters.com
- Holbox (2.8 km): https://directindex.org/r/holboxla.com

## What to fix first
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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

## 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": "FoodEstablishment",
  "name": "Mother of Pearl",
  "url": "https://www.motherofpearldtla.com/",
  "telephone": "+12137897859",
  "address": "1254 S Figueroa St, 90015-1309, Los Angeles",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.04097131,
    "longitude": -118.26742562
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://picoandfighospitalityllc.tripleseat.com/party_request/30993",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://images.getbento.com/accounts/292fc3086918eff9eb4cfac4a669fc0c/media/6rkTiPTyRMa3QkX5jeZg_L8%20Event%20Deck%204.10.26%20V3.pdf",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Mother of Pearl

> food establishment (seafood) in 1254 S Figueroa St, 90015-1309, Los Angeles, Los Angeles. Phone +12137897859.

## Book or order directly

- Book: https://picoandfighospitalityllc.tripleseat.com/party_request/30993 (through tripleseat acting for the business)
- Order: https://images.getbento.com/accounts/292fc3086918eff9eb4cfac4a669fc0c/media/6rkTiPTyRMa3QkX5jeZg_L8%20Event%20Deck%204.10.26%20V3.pdf (through bentobox acting for the business)
- Menu: https://www.motherofpearldtla.com/menu/

## About

- Website: https://www.motherofpearldtla.com/
- 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 (FoodEstablishment).** address, phone
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through tripleseat on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Ordering through bentobox on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
508 of 4566 in Los Angeles. Top 11% 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) | 98% | yes |
| Structured data with address, phone and hours | 59% | no |
| Have an llms.txt | 38% | no |

Nearest places with a similar menu: 22nd St. Landing Seafood Grill & Bar (B, 1318 m, https://directindex.org/r/22ndstlandingrestaurant.com); Pez Cantina (A, 1750 m, https://directindex.org/r/pezcantina.com); Oyster Gourmet (F, 2017 m, https://directindex.org/r/theoystergourmet.com); The Jolly Oyster (C, 2401 m, https://directindex.org/r/thejollyoyster.com); Lobsterdamus (C, 2466 m, https://directindex.org/r/lobsterdamus.com); Rappahannock Oyster Bar (C, 2498 m, https://directindex.org/r/rroysters.com); Trident Marketing (D, 2583 m, https://directindex.org/r/tridentmarketing.com); Pescado Mojado Seafood Grill (C, 2660 m, https://directindex.org/r/pescadomojadoseafoodgrill.com); Showa Cold Storage (F, 2773 m, https://directindex.org/r/showacoldstorage.com); Holbox (C, 2817 m, https://directindex.org/r/holboxla.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 and named 97 places. Mother of Pearl wasn't one of them. See who was named: https://directindex.org/city/los-angeles/recommended


Compared with its peers: Sites built with BentoBox 80% (86% A or B, 2383 sites); Sites using Tripleseat 77% (72% A or B, 630 sites); Sites using BentoBox 86% (92% A or B, 507 sites); This site 87.7%.

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

## Businesses like Mother of Pearl in Los Angeles

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles | 4566 | 50% | 32% | 87.7% |
| Sites built with BentoBox in Los Angeles | 90 | 86% | 96% | 87.7% |
| Sites using Tripleseat in Los Angeles | 35 | 79% | 77% | 87.7% |
| Sites built with BentoBox and using Tripleseat in Los Angeles | 7 | 90% | 100% | 87.7% |

The best of the sites built with BentoBox and using Tripleseat in Los Angeles: Cafe Fig (A 92.3%, https://directindex.org/r/cafefig.com); Lucky Mizu (A 92.3%, https://directindex.org/r/luckymizudtla.com); Maison Kasai (A 92.3%, https://directindex.org/r/maisonkasaidtla.com); Qué Bárbaro (A 92.3%, https://directindex.org/r/quebarbarodtla.com); The Brown Sheep (A 92.3%, https://directindex.org/r/brownsheepdtla.com).

With the fix above (Structured data is incomplete), the score would be about 92.3%. That would be 278th of 4,566 in Los Angeles, up from 508th.

## The direct record
What agents get for Mother of Pearl, as JSON: https://directindex.org/api/direct/motherofpearldtla.com
- Book: https://picoandfighospitalityllc.tripleseat.com/party_request/30993 (vendor on own site: Tripleseat; found by the scan of 2026-10-23, not yet tested)
- Order: https://images.getbento.com/accounts/292fc3086918eff9eb4cfac4a669fc0c/media/6rkTiPTyRMa3QkX5jeZg_L8%20Event%20Deck%204.10.26%20V3.pdf (vendor on own site: BentoBox; found by the scan of 2026-10-23, not yet tested)
- Menu: https://www.motherofpearldtla.com/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: +12137897859
- Stable links that count: https://directindex.org/go/motherofpearldtla.com/book, https://directindex.org/go/motherofpearldtla.com/order, https://directindex.org/go/motherofpearldtla.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, Tripleseat: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

Found one hop past the home page: menu page /menu/: menu schema.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 10 | 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/motherofpearldtla.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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/motherofpearldtla.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/motherofpearldtla.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=motherofpearldtla.com&force=1