# Blue Fin Sushi & Lounge: Agent-Direct Score C (58.5%)

Site: http://www.bluefinsushifl.com
Report: https://directindex.org/r/bluefinsushifl.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Blue Fin Sushi & Lounge is partly visible to agents.
An AI assistant can open Blue Fin Sushi & Lounge's website. What Blue Fin Sushi & Lounge offers is on another site. It finds a way to book or order directly, through Square.

## Direct links
- Order directly: https://bluefinsushifl.square.site/ (through square acting for the business)
- Phone: +14153872441
- Address: 1814 Clement St, 94121-2207, San Francisco

## Nearby, also direct
Places near Blue Fin Sushi & Lounge that take a booking or an order on their own website, with no marketplace in between.
- Harajuku Sushi (10 m): https://directindex.org/r/harajukusushi.com
- Shoshin Sushi (620 m): https://directindex.org/r/shoshinsushi.com
- Sushi Bistro @ 6th&B (1.4 km): https://directindex.org/r/sushibistro.com
- Oishinbo Sushi (1.5 km): https://directindex.org/r/menu11.com
- Sushi Uma (2.1 km): https://directindex.org/r/thesushiuma.com

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Menu or price list is on another site.** (+5 points) The link goes to square.site, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai
- **The phone number on the site doesn't match the open map data.** The site shows 15619818869, but OpenStreetMap or Overture Maps lists +14153872441. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## 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": "LocalBusiness",
  "name": "Blue Fin Sushi & Lounge",
  "url": "http://www.bluefinsushifl.com",
  "telephone": "+14153872441",
  "address": "1814 Clement St, 94121-2207, San Francisco",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.7825429,
    "longitude": -122.478782
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://bluefinsushifl.square.site/",
        "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.
- **Ordering through square on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
Not ranked yet in San Francisco.

| 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 | 89% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 55% | no |
| Have an llms.txt | 25% | yes |

Nearest places with a similar menu: Harajuku Sushi (F, 14 m, https://directindex.org/r/harajukusushi.com); Ariake (D, 515 m, https://directindex.org/r/sfariake.com); Shoshin Sushi (A, 620 m, https://directindex.org/r/shoshinsushi.com); Oyaji (F, 1244 m, https://directindex.org/r/oyajirestaurant.com); Sushi Bistro @ 6th&B (C, 1431 m, https://directindex.org/r/sushibistro.com); Oishinbo Sushi (C, 1528 m, https://directindex.org/r/menu11.com); Sushi Uma (D, 2111 m, https://directindex.org/r/thesushiuma.com); Oyogu Sushi (D, 2202 m, https://directindex.org/r/weebly.com); Zentarou Sushi & Sake Bar (F, 2480 m, https://directindex.org/r/zentarousf.com); Meshi Sushi (C, 2481 m, https://directindex.org/r/themenustar1.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 22 everyday questions about San Francisco and named 113 places. Blue Fin Sushi & Lounge wasn't one of them. See who was named: https://directindex.org/city/san-francisco/recommended


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); Sites using Square 65% (42% A or B, 5422 sites); This site 58.5%.

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

## Businesses like Blue Fin Sushi & Lounge in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with WordPress in San Francisco | 399 | 61% | 36% | 58.5% |
| Sites using Square in San Francisco | 72 | 67% | 46% | 58.5% |
| Sites built with WordPress and using Square in San Francisco | 14 | 62% | 36% | 58.5% |

The best of the sites built with WordPress and using Square in San Francisco: La Mediterranée (B 80%, https://directindex.org/r/cafelamedfillmore.com); la mediteranee (B 80%, https://directindex.org/r/cafelamedsf.com); Canela Bistro Bar (B 73.8%, https://directindex.org/r/canelasf.com); Foreign Cinema (B 73.8%, https://directindex.org/r/foreigncinema.com); crepes ooh la la (B 70.8%, https://directindex.org/r/crepes-a-gogo.com).

## The direct record
What agents get for Blue Fin Sushi & Lounge, as JSON: https://directindex.org/api/direct/bluefinsushifl.com
- Book: none on record
- Order: https://bluefinsushifl.square.site/ (vendor on own site: Square; found by the scan of 2026-10-24, not yet tested)
- Menu: https://bluefinsushifl.square.site/ (external; from the scan)
- Hours: none on record
- Phone: +14153872441
- Stable links that count: https://directindex.org/go/bluefinsushifl.com/order, https://directindex.org/go/bluefinsushifl.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): yes
- Vendor terms for agents, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 3 | 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/bluefinsushifl.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: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- 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: 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: no

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