# Lone Owl: Agent-Direct Score A (86.3%)

Site: https://loneowlpub.com/
Report: https://directindex.org/r/loneowlpub.com
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Lone Owl is ready for agents.
This listing was retired on 2026-10-15: it no longer appears in the index's source for its city. The report stays; the business is out of the rankings and counts.

## Direct links
- Book directly: https://loneowlpub.com/-reservations?source=pop_up&spot_id=208879&destination=reservations&promotion=reservations (on the business's own site)
- Menu: https://loneowlpub.com/-food-menu?source=header&spot_id=208879&destination=food_menu&promotion=dessert_day
- Phone: +1 479-696-2998

## What to fix first
- **Structured data is incomplete.** (+3 points) Missing: opening hours. 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": "Lone Owl",
  "url": "https://loneowlpub.com/",
  "telephone": "+1 479-696-2998",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "North Milwaukee Avenue 1547",
    "postalCode": "60622",
    "addressLocality": "Chicago"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.9096819,
    "longitude": -87.6761279
  },
  "openingHours": "Su 12:00-22:00; Mo 16:00-22:00; Tu off; We-Th 16:00-24:00; Fr 12:00-01:00; Sa 12:00-02:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "12:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday"
      ],
      "opens": "16:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Wednesday",
        "Thursday"
      ],
      "opens": "16:00",
      "closes": "24:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday"
      ],
      "opens": "12:00",
      "closes": "01:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "12:00",
      "closes": "02:00"
    }
  ],
  "acceptsReservations": "https://loneowlpub.com/-reservations?source=pop_up&spot_id=208879&destination=reservations&promotion=reservations",
  "hasMenu": "https://loneowlpub.com/-food-menu?source=header&spot_id=208879&destination=food_menu&promotion=dessert_day",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://loneowlpub.com/-reservations?source=pop_up&spot_id=208879&destination=reservations&promotion=reservations",
        "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.

```
# Lone Owl

> bar or pub in North Milwaukee Avenue 1547 60622 Chicago, Chicago cafes and bars. Phone +1 479-696-2998.

## Book or order directly

- Book: https://loneowlpub.com/-reservations?source=pop_up&spot_id=208879&destination=reservations&promotion=reservations (on the business's own site)
- Menu: https://loneowlpub.com/-food-menu?source=header&spot_id=208879&destination=food_menu&promotion=dessert_day

## Opening hours

Su 12:00-22:00; Mo 16:00-22:00; Tu off; We-Th 16:00-24:00; Fr 12:00-01:00; Sa 12:00-02:00

## About

- Website: https://loneowlpub.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 (Restaurant).** address, phone
- **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
46 of 806 in Chicago cafes and bars. Top 6% 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 | 96% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 98% | yes |
| Structured data with address, phone and hours | 34% | no |
| Have an llms.txt | 21% | no |

Nearest places in the index: Oro Chocolate & Coffee (C, 19 m, https://directindex.org/r/orochocolate.com); The Revel Room (C, 84 m, https://directindex.org/r/revelroom.com); Dorian’s (B, 87 m, https://directindex.org/r/throughtherecordshop.com); Nick’s Beer Garden (B, 88 m, https://directindex.org/r/nicksbeergarden.com); No Bones Beach Club (C, 93 m, https://directindex.org/r/nobonesbeachclub.com); La Colombe Coffee Roasters (F, 130 m, https://directindex.org/r/lacolombe.com); Swig (D, 176 m, https://directindex.org/r/swigchicago.com); Cafe Robey (B, 203 m, https://directindex.org/r/caferobey.com); Valedor (A, 229 m, https://directindex.org/r/valedorchi.com); Lincoln Tavern (F, 323 m, https://directindex.org/r/lincolntavern.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.

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

## Businesses like Lone Owl in Chicago cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Chicago cafes and bars | 806 | 47% | 28% | 86.3% |

The best of Same kind in Chicago cafes and bars: Beatnik (A 100%, https://directindex.org/r/beatnikchicago.com); Ipsento 606 (A 100%, https://directindex.org/r/ipsento.com); Bordel (A 97.5%, https://directindex.org/r/bordelchicago.com); Kumiko (A 97.5%, https://directindex.org/r/barkumiko.com); Central Park Bar (A 95.4%, https://directindex.org/r/centralparkbarchicago.com).

With the fix above (Structured data is incomplete) the score would be about 90%: 20th of 806 in Chicago cafes and bars, up from 46th.

## The direct record
What agents get for Lone Owl, as JSON: https://directindex.org/api/direct/loneowlpub.com
- Book: https://loneowlpub.com/-reservations?source=pop_up&spot_id=208879&destination=reservations&promotion=reservations (own site; could not verify: partial (2026-10-14))
- Order: none on record
- Menu: https://loneowlpub.com/-food-menu?source=header&spot_id=208879&destination=food_menu&promotion=dessert_day (html_page; from the scan)
- Hours: Su 12:00-22:00; Mo 16:00-22:00; Tu off; We-Th 16:00-24:00; Fr 12:00-01:00; Sa 12:00-02:00 (closed now) (from OpenStreetMap)
- Phone: +1 479-696-2998
- Stable links that count: https://directindex.org/go/loneowlpub.com/book, https://directindex.org/go/loneowlpub.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 | 22 | 25 |
| Actionable | 22 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/loneowlpub.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

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