# Lost Marbles: Agent-Direct Score B (72.3%)

Site: https://www.lostmarblesbrewpub.com/menu
Report: https://directindex.org/r/lostmarblesbrewpub.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.)
Lost Marbles is mostly ready for agents.

## Direct links
- Book directly: https://www.lostmarblesbrewpub.com/reservations-1 (on the business's own site)
- Menu: https://www.lostmarblesbrewpub.com/menu
- Phone: +1 415-592-8169

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. 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": "BarOrPub",
  "name": "Lost Marbles",
  "url": "https://www.lostmarblesbrewpub.com/menu",
  "telephone": "+1 415-592-8169",
  "email": "lostmarblesbrewpub@gmail.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Clement Street 823",
    "postalCode": "94118",
    "addressLocality": "San Francisco"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.7826521,
    "longitude": -122.4680842
  },
  "acceptsReservations": "https://www.lostmarblesbrewpub.com/reservations-1",
  "hasMenu": "https://www.lostmarblesbrewpub.com/menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.lostmarblesbrewpub.com/reservations-1",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Lost Marbles

> bar or pub in Clement Street 823 94118 San Francisco, San Francisco cafes and bars. Phone +1 415-592-8169.

## Book or order directly

- Book: https://www.lostmarblesbrewpub.com/reservations-1 (on the business's own site)
- Menu: https://www.lostmarblesbrewpub.com/menu

## About

- Website: https://www.lostmarblesbrewpub.com/menu
- 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.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
109 of 516 in San Francisco cafes and bars. Top 21% 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 | 98% | yes |
| Publish the menu or price list as HTML | 81% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 23% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: Kiss of Matcha (F, 65 m, https://directindex.org/r/kissofmatcha.com); Ham and Cheese Deli (C, 766 m, https://directindex.org/r/hamandcheesesf.com); E Tea (C, 806 m, https://directindex.org/r/eteasf.com); The Coffee Movement (C, 1086 m, https://directindex.org/r/thecoffeemovement.com); Angelina's Cafe (C, 1231 m, https://directindex.org/r/angelinasdelicafe.com); Honey B (C, 1301 m, https://directindex.org/r/honeybsf.com); Starbucks (F, 1368 m, https://directindex.org/r/starbucks.com); Q Specialty Coffee (B, 1514 m, https://directindex.org/r/qspecialtycoffee.com); Cafe Enchante (F, 1576 m, https://directindex.org/r/cafes-city.com); Peet's Coffee (B, 1610 m, https://directindex.org/r/peets.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 Squarespace 64% (46% A or B, 6916 sites); This site 72.3%.

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

Read by AI agents 1 times this month.

## Businesses like Lost Marbles in San Francisco cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in San Francisco cafes and bars | 516 | 44% | 23% | 72.3% |
| Built with Squarespace in San Francisco cafes and bars | 123 | 68% | 41% | 72.3% |

The best of Built with Squarespace in San Francisco cafes and bars: Left Door (A 100%, https://directindex.org/r/leftdoor.com); Hi-Lo Club (A 93.8%, https://directindex.org/r/hilosf.com); Owl Tree (A 93.8%, https://directindex.org/r/owltreesf.com); Uqbar (A 92.3%, https://directindex.org/r/uqbarthecafe.com); Peacekeeper (A 88.8%, https://directindex.org/r/peacekeepersf.com).

With the fix above (No structured data for the business) the score would be about 95.4%: 4th of 516 in San Francisco cafes and bars, up from 109th.

## The direct record
What agents get for Lost Marbles, as JSON: https://directindex.org/api/direct/lostmarblesbrewpub.com
- Book: https://www.lostmarblesbrewpub.com/reservations-1 (own site; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: https://www.lostmarblesbrewpub.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: +1 415-592-8169
- Stable links that count: https://directindex.org/go/lostmarblesbrewpub.com/book, https://directindex.org/go/lostmarblesbrewpub.com/menu

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 7 | 25 |
| Actionable | 15 | 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/lostmarblesbrewpub.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: no

Deep report: https://directindex.org/r/lostmarblesbrewpub.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=lostmarblesbrewpub.com&force=1