# Little Sister: Agent-Direct Score B (83.1%)

Site: https://www.dinelittlesister.com
Report: https://directindex.org/r/dinelittlesister.com
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Little Sister is mostly ready for agents.

## Direct links
- Order: https://getbento.com/?utm_source=header&utm_campaign=dinelittlesister.com (through bentobox acting for the business)
- Menu: https://www.dinelittlesister.com/menu/sample-menu/
- Phone: +1 424-398-0237

## What to fix first, by points
- **Booking only through opentable.** (+5 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: what to paste

Structured data, one block in the page head:

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Little Sister",
  "url": "https://www.dinelittlesister.com",
  "telephone": "+1 424-398-0237",
  "email": "info@littlesisterrb.com",
  "address": {
    "@type": "PostalAddress",
    "postalCode": "90277"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 33.8183373,
    "longitude": -118.3869093
  },
  "openingHours": "Su-Th 16:00-21:00; Fr-Sa 16:00-21:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday",
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "16:00",
      "closes": "21:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "16:00",
      "closes": "21:30"
    }
  ],
  "servesCuisine": [
    "vietnamese"
  ],
  "hasMenu": "https://www.dinelittlesister.com/menu/sample-menu/",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://getbento.com/?utm_source=header&amp;utm_campaign=dinelittlesister.com",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

llms.txt draft:

```
# Little Sister

> restaurant (vietnamese) in 90277, Los Angeles. Phone +1 424-398-0237.

## Book or order directly

- Order: https://getbento.com/?utm_source=header&amp;utm_campaign=dinelittlesister.com (through bentobox acting for the business)
- Menu: https://www.dinelittlesister.com/menu/sample-menu/

## Opening hours

Su-Th 16:00-21:00; Fr-Sa 16:00-21:30

## About

- Website: https://www.dinelittlesister.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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (FoodEstablishment).** address, phone
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering through bentobox on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
Rank 275 of 1672 in Los Angeles (top 16%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes |
| Structured data with address, phone and hours | 48% | no |
| Have an llms.txt | 19% | no |

Nearest places in the index: Salt & Pearl (C, 132 m, https://directindex.org/r/saltandpearlrb.com); Proudly Serving (C, 169 m, https://directindex.org/r/proudlyservingla.com); Sacks on the Beach (C, 201 m, https://directindex.org/r/redondosacksonthebeach.com); Lotus Asian Grill (B, 445 m, https://directindex.org/r/lotusasianrestaurant.com); Beach Cities Social (B, 455 m, https://directindex.org/r/beachcitiessocialrb.com); Banana Leaf (A, 463 m, https://directindex.org/r/bananaleafla.com); Pacific Standard Prime (F, 645 m, https://directindex.org/r/pspsteak.com); Fatto a Mano (B, 2161 m, https://directindex.org/r/pastashoprb.com); di Prima Pizza (B, 2335 m, https://directindex.org/r/diprimapizza.com); Taishi Hainan Chicken (A, 2472 m, https://directindex.org/r/taishi.co).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

Against its peers: Sites built with BentoBox average 84% (96% A or B, 862 sites); Sites using OpenTable average 67% (42% A or B, 1409 sites); Sites using BentoBox average 83% (93% A or B, 322 sites); this site 83.1%.

What an AI agent reads on this site: https://directindex.org/r/dinelittlesister.com/agent-view

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 19 | 25 |
| actionable | 10 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/dinelittlesister.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

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=dinelittlesister.com&force=1