# Lake & Irving: Agent-Direct Score A (95.4%)

Site: https://www.lakeandirving.com/
Report: https://directindex.org/r/lakeandirving.com
Scanned: 2026-10-16 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Lake & Irving is ready for agents.
An AI assistant can open the website of Lake & Irving. It can read what Lake & Irving offers. To book or order, it is sent to Resy, a marketplace.

## Direct links
- Order directly: https://www.lakeandirving.com/online-ordering/ (on the business's own site)
- Menu: https://www.lakeandirving.com/qr-landing/
- Phone: +1-612-354-2453

## What to fix first
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Booking only through resy.** (no points, still worth doing) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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": "Lake & Irving",
  "url": "https://www.lakeandirving.com/",
  "telephone": "+1-612-354-2453",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "West Lake Street 1513",
    "postalCode": "55408",
    "addressLocality": "Minneapolis"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 44.9482436,
    "longitude": -93.3015358
  },
  "openingHours": "Mo-We 16:00-21:00; Fr-Sa 11:00-22:00; Su 11:00-21:00; Th 16:00-22:00; Dec 30,31 off",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday"
      ],
      "opens": "16:00",
      "closes": "21:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "11:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "11:00",
      "closes": "21:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Thursday"
      ],
      "opens": "16:00",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "american",
    "brunch"
  ],
  "hasMenu": "https://www.lakeandirving.com/qr-landing/",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.lakeandirving.com/online-ordering/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Lake & Irving

> restaurant (american, brunch) in West Lake Street 1513 55408 Minneapolis, Minneapolis. Phone +1-612-354-2453.

## Book or order directly

- Order: https://www.lakeandirving.com/online-ordering/ (on the business's own site)
- Menu: https://www.lakeandirving.com/qr-landing/

## Opening hours

Mo-We 16:00-21:00; Fr-Sa 11:00-22:00; Su 11:00-21:00; Th 16:00-22:00; Dec 30,31 off

## About

- Website: https://www.lakeandirving.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, phone
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
28 of 416 in Minneapolis. Top 7% 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 | 100% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | yes |
| Structured data with address, phone and hours | 69% | no |
| Have an llms.txt | 2% | no |

Nearest places with a similar menu: Barbette Restaurant & Amusements (B, 66 m, https://directindex.org/r/barbette.com); The Breakfast Club (D, 457 m, https://directindex.org/r/thebreakfastclubmpls.com); Bryant-Lake Bowl and Theater (B, 898 m, https://directindex.org/r/bryantlakebowl.com); Uptown Diner (C, 907 m, https://directindex.org/r/theuptowndiner.com); Dreamstate Cafe (C, 1329 m, https://directindex.org/r/dreamstatecafe.com); Gigi's Cafe (A, 1446 m, https://directindex.org/r/gigisuptown.com); Our Kitchen (F, 1485 m, https://directindex.org/r/ourkitchenmn.com); My Burger (A, 1633 m, https://directindex.org/r/myburgerusa.com); Icehouse (C, 2055 m, https://directindex.org/r/icehousempls.com); P.S. Steak (A, 2388 m, https://directindex.org/r/psmpls.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% (95% A or B, 1162 sites); Sites using Resy 68% (46% A or B, 759 sites); This site 95.4%.

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

## Businesses like Lake & Irving in Minneapolis

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Minneapolis | 416 | 63% | 48% | 95.4% |
| Sites built with BentoBox in Minneapolis | 10 | 90% | 100% | 95.4% |
| Sites using Resy in Minneapolis | 8 | 70% | 38% | 95.4% |
| Sites built with BentoBox and using Resy in Minneapolis | 1 | 95% | 100% | 95.4% |

The best of the sites using Resy in Minneapolis: noa (A 93.8%, https://directindex.org/r/noaminneapolis.com); St. Pierre (B 78.5%, https://directindex.org/r/stpierrerestaurant.com); All Saints (C 66.2%, https://directindex.org/r/allsaintsmpls.com); Chloe by Vincent (C 64.6%, https://directindex.org/r/chloemn.com); The Sample Room (C 60%, https://directindex.org/r/the-sample-room.com).

With the fix above (Structured data is incomplete) the score would be about 100%: first of 416 in Minneapolis.

## The direct record
What agents get for Lake & Irving, as JSON: https://directindex.org/api/direct/lakeandirving.com
- Book: none on record
- Order: https://www.lakeandirving.com/online-ordering/ (own site; found by the scan of 2026-10-16, not yet tested)
- Menu: https://www.lakeandirving.com/qr-landing/ (html_page; from the scan)
- Hours: Mo-We 16:00-21:00; Fr-Sa 11:00-22:00; Su 11:00-21:00; Th 16:00-22:00; Dec 30,31 off (from OpenStreetMap)
- Phone: +1-612-354-2453
- Stable links that count: https://directindex.org/go/lakeandirving.com/order, https://directindex.org/go/lakeandirving.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, Toast, or a vendor whose terms allow agents): no

Found one hop past the home page: menu page /qr-landing/: menu schema, booking via resy, ordering via bentobox.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 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/lakeandirving.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

Keep watching this business (https://directindex.org/r/lakeandirving.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/lakeandirving.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=lakeandirving.com&force=1