# Robin: Agent-Direct Score C (69.2%)

Site: http://robinsanfrancisco.com/
Report: https://directindex.org/r/robinomakase.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Robin is partly visible to agents.

## Direct links
- Order directly: https://getbento.com/?utm_source=header&utm_campaign=robinomakase.com (through bentobox acting for the business)

## What to fix first
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+5 points) Missing: telephone, 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 (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Robin",
  "url": "http://robinsanfrancisco.com/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Gough Street 620",
    "postalCode": "94102",
    "addressLocality": "San Francisco"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.7791403,
    "longitude": -122.4232989
  },
  "openingHours": "17:00-21:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "17:00",
      "closes": "21:30"
    }
  ],
  "servesCuisine": [
    "japanese"
  ],
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://getbento.com/?utm_source=header&amp;utm_campaign=robinomakase.com",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Robin

> restaurant (japanese) in Gough Street 620 94102 San Francisco, San Francisco.

## Book or order directly

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

## Opening hours

17:00-21:30

## About

- Website: http://robinsanfrancisco.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
- **Ordering through bentobox on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
471 of 1142 in San Francisco. Top 41% of the sites scanned in this index.

| What the top tenth 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 | 94% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 48% | no |
| Have an llms.txt | 13% | no |

Nearest places with a similar menu: Nojo Ramen Tavern (B, 306 m, https://directindex.org/r/nojosframen.com); Hinata (B, 503 m, https://directindex.org/r/hinatasf.com); Yakiniku Shodai (A, 547 m, https://directindex.org/r/shodaisf.com); An Sushi (D, 836 m, https://directindex.org/r/sushiansf.com); SaSa Japanese Restaurant (F, 863 m, https://directindex.org/r/sasasf.com); Kuma Sushi + Sake (C, 895 m, https://directindex.org/r/kumasf.com); Takoyaki Yamachan (F, 917 m, https://directindex.org/r/yfdabv11.com); Sanppo Sushi (D, 936 m, https://directindex.org/r/sanpposushisf.com); Benihana (A, 936 m, https://directindex.org/r/benihana.com); Oma San Francisco Station (B, 944 m, https://directindex.org/r/omasfstation.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Against its peers: Sites built with BentoBox 84% (96% A or B, 951 sites); Sites using BentoBox 83% (93% A or B, 357 sites); This site 69.2%.

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

Read by AI agents 6 times this month (ClaudeBot 6).

## Businesses like Robin in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in San Francisco | 1142 | 50% | 40% | 69.2% |
| Built with BentoBox in San Francisco | 60 | 86% | 98% | 69.2% |
| Using BentoBox in San Francisco | 15 | 83% | 93% | 69.2% |
| Built with BentoBox and using BentoBox in San Francisco | 14 | 83% | 93% | 69.2% |

The best of Built with BentoBox and using BentoBox in San Francisco: House of Nanking (A 90.8%, https://directindex.org/r/houseofnankingsf.com); Epic Steak (A 87.7%, https://directindex.org/r/epicsteak.com); Prospect (A 87.7%, https://directindex.org/r/prospectsf.com); Nightbird (A 86.3%, https://directindex.org/r/nightbirdrestaurant.com); Boulevard (B 84.6%, https://directindex.org/r/boulevardrestaurant.com).

With the two fixes above (No menu or price list found; Structured data is incomplete) the score would be about 87.7%: 113th of 1,142 in San Francisco, up from 471st.

## The direct record
What agents get for Robin, as JSON: https://directindex.org/api/direct/robinomakase.com
- Book: none on record
- Order: https://getbento.com/?utm_source=header&amp;utm_campaign=robinomakase.com (vendor on own site: BentoBox; found by the scan of 2026-10-14, not yet tested)
- Menu: none on record
- Hours: 17:00-21:30 (closed now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/robinomakase.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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured
- Vendor terms for agents, BentoBox: Not stated. BentoBox's terms (last updated 5 January 2023) bar automated means such as spiders, robots and crawlers to download or scrape data, except search engines and public archives; they do not address an agent making a reservation for a person, and no agent programme was found. Read 2026-10-15: https://getbento.com/terms

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 10 | 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/robinomakase.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

Deep report: https://directindex.org/r/robinomakase.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=robinomakase.com&force=1