# Blarney's Pub & Grill: Agent-Direct Score F (10.8%)

Site: https://www.blarneymn.com/
Report: https://directindex.org/r/blarneymn.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.)
Blarney's Pub & Grill is largely invisible to agents.
AI assistants cannot open the website of Blarney's Pub & Grill, so they rely on what other sites say about it.

## Direct links
- Menu: https://www.blarneymn.com/menu
- Phone: +1-612-331-1527

## What to fix first
- **The site turns every visitor without a browser away, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge); only a real browser got the page. Every AI crawler and agent is turned away the same way, so Reachable scores 0 and the rest is measured on the rendered page. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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 booking or ordering link on the website.** (+15 points) Agents find no link to follow on the site. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website

## 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": "Blarney's Pub & Grill",
  "url": "https://www.blarneymn.com/",
  "telephone": "+1-612-331-1527",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Southeast 14th Avenue 412",
    "postalCode": "55414",
    "addressLocality": "Minneapolis"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 44.9807924,
    "longitude": -93.2351356
  },
  "openingHours": "Mo off; Tu-Su 11:00-02:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "11:00",
      "closes": "02:00"
    }
  ],
  "hasMenu": "https://www.blarneymn.com/menu"
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
139 of 160 in Minneapolis cafes and bars. Top 87% 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% | no |
| Publish the menu or price list as HTML | 100% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | no |
| Structured data with address, phone and hours | 38% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: Mango Mango Dessert (B, 18 m, https://directindex.org/r/mangomangodessert.com); GIOT Cream Coffee (C, 143 m, https://directindex.org/r/giotcoffee.com); Bordertown Coffee (F, 225 m, https://directindex.org/r/bordertowncoffee.com); Vitality Roasting (F, 868 m, https://directindex.org/r/vitalityroasting.com); Sally's Saloon (F, 963 m, https://directindex.org/r/sallyssaloon.net); Stub & Herbs (C, 1013 m, https://directindex.org/r/stubandherbsbar.com); Alma (B, 1064 m, https://directindex.org/r/almampls.com); Mu Mu Tea (C, 1248 m, https://directindex.org/r/mumuteausa.com); Town Hall Brewery (C, 1291 m, https://directindex.org/r/townhallbrewery.com); Maxwell's American Pub (F, 1478 m, https://directindex.org/r/premiumdomains.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 Wix 49% (23% A or B, 7935 sites); This site 10.8%.

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

## Businesses like Blarney's Pub & Grill in Minneapolis cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Minneapolis cafes and bars | 160 | 51% | 26% | 10.8% |
| Sites built with Wix in Minneapolis cafes and bars | 8 | 55% | 25% | 10.8% |

The best of the sites built with Wix in Minneapolis cafes and bars: Blackwater (A 90.8%, https://directindex.org/r/blackwatercc.com); Mango Mango Dessert (B 82.5%, https://directindex.org/r/mangomangodessert.com); Mu Mu Tea (C 62%, https://directindex.org/r/mumuteausa.com); Northbound Smokehouse Brewpub (C 61.1%, https://directindex.org/r/northboundbrewpub.com); Schooner Tavern (D 49.2%, https://directindex.org/r/schoonertavern.com).

With the three fixes above (The site turns every visitor without a browser away, AI agents included; No structured data for the business; No booking or ordering link on the website) the score would be about 95.4%: 6th of 160 in Minneapolis cafes and bars, up from 139th.

## The direct record
What agents get for Blarney's Pub & Grill, as JSON: https://directindex.org/api/direct/blarneymn.com
- Book: none on record
- Order: none on record
- Menu: https://www.blarneymn.com/menu (html_page; from the scan)
- Hours: Mo off; Tu-Su 11:00-02:00 (open now) (from OpenStreetMap)
- Phone: +1-612-331-1527
- Stable links that count: https://directindex.org/go/blarneymn.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

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 7 | 25 |
| Actionable | 0 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

Keep watching this business (https://directindex.org/r/blarneymn.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/blarneymn.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=blarneymn.com&force=1