# Lost Lake Cafe & Lounge: Agent-Direct Score A (93.8%)

Site: https://www.lostlakecafe.com/
Report: https://directindex.org/r/lostlakecafe.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 Lake Cafe & Lounge is ready for agents.

## Direct links
- Book directly: https://www.lostlakecafe.com/reservations (on the business's own site)
- Order directly: https://order.online/store/lost-lake-cafe-and-lounge-seattle-59610 (through doordash_storefront acting for the business)
- Menu: https://www.lostlakecafe.com/holidaymenu
- Phone: +1-206-323-5678

## What to fix first
- **Structured data is incomplete.** (+1 points) Missing: telephone. 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": "Lost Lake Cafe & Lounge",
  "url": "https://www.lostlakecafe.com/",
  "telephone": "+1-206-323-5678",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "10th Avenue 1505",
    "postalCode": "98122",
    "addressLocality": "Seattle"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 47.614393,
    "longitude": -122.319628
  },
  "openingHours": "24/7",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "00:00",
      "closes": "23:59"
    }
  ],
  "acceptsReservations": "https://www.lostlakecafe.com/reservations",
  "hasMenu": "https://www.lostlakecafe.com/holidaymenu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.lostlakecafe.com/reservations",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://order.online/store/lost-lake-cafe-and-lounge-seattle-59610",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Lost Lake Cafe & Lounge

> restaurant in 10th Avenue 1505 98122 Seattle, Seattle. Phone +1-206-323-5678.

## Book or order directly

- Book: https://www.lostlakecafe.com/reservations (on the business's own site)
- Order: https://order.online/store/lost-lake-cafe-and-lounge-seattle-59610 (through doordash_storefront acting for the business)
- Menu: https://www.lostlakecafe.com/holidaymenu

## Opening hours

24/7

## About

- Website: https://www.lostlakecafe.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 (LocalBusiness).** address, opening hours
- **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.
- **Ordering through doordash_storefront on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
36 of 969 in Seattle. Top 4% 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 | 98% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 54% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: Casablanca Express (A, 25 m, https://directindex.org/r/casablanca-express.net); Poquitos (B, 36 m, https://directindex.org/r/vivapoquitos.com); Via Tribunali - Capitol Hill (B, 56 m, https://directindex.org/r/viatribunali.com); OddFellows Cafe (B, 62 m, https://directindex.org/r/oddfellowscafe.com); Big Mario's Pizza (B, 70 m, https://directindex.org/r/bigmariosnewyorkpizza.com); Insomnia Cookies (F, 105 m, https://directindex.org/r/insomniacookies.com); Fern (B, 144 m, https://directindex.org/r/fernthaioncaphill.com); Jeffry’s (C, 174 m, https://directindex.org/r/jeffrysseattle.com); Ltd Edition Sushi (B, 174 m, https://directindex.org/r/ltdeditionsushi.com); Emerald City Smoothie (B, 174 m, https://directindex.org/r/emeraldcitysmoothie.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 65% (47% A or B, 7027 sites); Sites using DoorDash Storefront 72% (60% A or B, 526 sites); This site 93.8%.

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

## Businesses like Lost Lake Cafe & Lounge in Seattle

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Seattle | 969 | 51% | 37% | 93.8% |
| Built with Squarespace in Seattle | 160 | 75% | 68% | 93.8% |
| Using DoorDash Storefront in Seattle | 30 | 72% | 53% | 93.8% |
| Built with Squarespace and using DoorDash Storefront in Seattle | 10 | 79% | 80% | 93.8% |

The best of Built with Squarespace and using DoorDash Storefront in Seattle: Kidd Valley (A 86.2%, https://directindex.org/r/kiddvalley.com); Eggslut (B 84.6%, https://directindex.org/r/eggslut.com); Hap's Burgers & Taps (B 84.6%, https://directindex.org/r/hapsburgers.com); Thai On 1 (B 84.6%, https://directindex.org/r/thaion1.com); Big Mario's Pizza (B 78.5%, https://directindex.org/r/bigmariosnewyorkpizza.com).

With the fix above (Structured data is incomplete) the score would be about 95.4%: 19th of 969 in Seattle, up from 36th.

## The direct record
What agents get for Lost Lake Cafe & Lounge, as JSON: https://directindex.org/api/direct/lostlakecafe.com
- Book: https://www.lostlakecafe.com/reservations (own site; found by the scan of 2026-10-14, not yet tested)
- Order: https://order.online/store/lost-lake-cafe-and-lounge-seattle-59610 (vendor on own site: DoorDash Storefront; found by the scan of 2026-10-14, not yet tested)
- Menu: https://www.lostlakecafe.com/holidaymenu (html_page; from the scan)
- Hours: 24/7 (open now) (from OpenStreetMap)
- Phone: +1-206-323-5678
- Stable links that count: https://directindex.org/go/lostlakecafe.com/book, https://directindex.org/go/lostlakecafe.com/order, https://directindex.org/go/lostlakecafe.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): 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

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 21 | 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/lostlakecafe.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

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