# Millenium Restaurant: Agent-Direct Score B (84.6%)

Site: http://www.millenniumrestaurant.com
Report: https://directindex.org/r/millenniumrestaurant.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.)
Millenium Restaurant is mostly ready for agents.
An AI assistant can open Millenium Restaurant's website. It can read what Millenium Restaurant offers. It finds a way to book or order directly, through Resy.

## Direct links
- Book directly: https://widgets.resy.com/embed.js (through resy acting for the business)
- Order directly: https://www.toasttab.com/millennium-5912-college-ave-oakland-ca-94618/ (through toast acting for the business)
- Menu: https://www.millenniumrestaurant.com/menu
- Phone: (415) 345-3900
- Address: 580 Geary St, 94102, San Francisco
- Its menu mentions: vegan options, a lunch or set menu

## Nearby, also direct
Places near Millenium Restaurant that take a booking or an order on their own website, with no marketplace in between.
- Casa Borinqueña (590 m): https://directindex.org/r/casaborinquena.com

## What to fix first
- **Structured data is incomplete.** (+2 points) Missing: telephone. 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": "LocalBusiness",
  "name": "Millenium Restaurant",
  "url": "http://www.millenniumrestaurant.com",
  "telephone": "(415) 345-3900",
  "address": "580 Geary St, 94102, San Francisco",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.78695476012206,
    "longitude": -122.41297179867826
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://widgets.resy.com/embed.js",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/millennium-5912-college-ave-oakland-ca-94618/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Millenium Restaurant

> local business (vegan) in 580 Geary St, 94102, San Francisco, San Francisco. Phone (415) 345-3900.

## Book or order directly

- Book: https://widgets.resy.com/embed.js (through resy acting for the business)
- Order: https://www.toasttab.com/millennium-5912-college-ave-oakland-ca-94618/ (through toast acting for the business)
- Menu: https://www.millenniumrestaurant.com/menu

## About

- Website: http://www.millenniumrestaurant.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 (LocalBusiness).** address, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through resy on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Resy works with agents through its partners.** Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Terms read on 2026-10-15: https://resy.com/terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
335 of 2392 in San Francisco. Top 14% 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 | 89% | yes |
| 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% | no |

Nearest places with a similar menu: Bellaria Dessert Studio (C, 340 m, https://directindex.org/r/bellariadessertstudio.com); Casa Borinqueña (B, 585 m, https://directindex.org/r/casaborinquena.com); Hodo Soy (C, 1961 m, https://directindex.org/r/hodofoods.com); Vegetarian House (F, 1997 m, https://directindex.org/r/citysearch.com); Source (D, 2114 m, https://directindex.org/r/source-sf.com); Seed & Salt (F, 2815 m, https://directindex.org/r/seedandsalt.com); Veganburg San Francisco (C, 3479 m, https://directindex.org/r/veganburg.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. Millenium Restaurant wasn't one of them. See who was named: https://directindex.org/city/san-francisco/recommended


Compared with its peers: Sites built with Squarespace 61% (41% A or B, 32150 sites); Sites using Resy 67% (44% A or B, 2728 sites); Sites using Toast 73% (62% A or B, 6097 sites); This site 84.6%.

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

## Businesses like Millenium Restaurant in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco | 2392 | 49% | 32% | 84.6% |
| Sites built with Squarespace in San Francisco | 354 | 71% | 57% | 84.6% |
| Sites using Resy in San Francisco | 67 | 66% | 43% | 84.6% |
| Sites built with Squarespace and using Resy in San Francisco | 22 | 70% | 55% | 84.6% |

The best of the sites built with Squarespace and using Resy in San Francisco: Camino Alto (A 92.3%, https://directindex.org/r/caminoaltosf.com); SPQR (A 92.3%, https://directindex.org/r/spqrsf.com); Gialina (A 86.2%, https://directindex.org/r/gialina.com); Mattina (B 84.6%, https://directindex.org/r/mattinasf.com); Routier (B 78.8%, https://directindex.org/r/squarespace.com).

With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 218th of 2,392 in San Francisco, up from 335th.

## The direct record
What agents get for Millenium Restaurant, as JSON: https://directindex.org/api/direct/millenniumrestaurant.com
- Book: https://widgets.resy.com/embed.js (vendor on own site: Resy; found by the scan of 2026-10-24, not yet tested)
- Order: https://www.toasttab.com/millennium-5912-college-ave-oakland-ca-94618/ (vendor on own site: Toast; found by the scan of 2026-10-24, not yet tested)
- Menu: https://www.millenniumrestaurant.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: (415) 345-3900
- Stable links that count: https://directindex.org/go/millenniumrestaurant.com/book, https://directindex.org/go/millenniumrestaurant.com/order, https://directindex.org/go/millenniumrestaurant.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 (Toast): yes
- Vendor terms for agents, Resy: Through partners. Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Read 2026-10-15: https://resy.com/terms

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 20 | 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/millenniumrestaurant.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: 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/millenniumrestaurant.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/millenniumrestaurant.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=millenniumrestaurant.com&force=1