# The Blue Door Pub Longfellow: Agent-Direct Score B (76.9%)

Site: https://www.thebdp.com/
Report: https://directindex.org/r/thebdp.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.)
The Blue Door Pub Longfellow is mostly ready for agents.
An AI assistant can open the website of The Blue Door Pub Longfellow. It can read what The Blue Door Pub Longfellow offers. It finds a way to book or order directly, through Toast.

## Direct links
- Order directly: https://www.toasttab.com/bdp-longfellow (through toast acting for the business)
- Menu: https://thebdp.com/menu
- Phone: +1 612 315 2470

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, 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": "The Blue Door Pub Longfellow",
  "url": "https://www.thebdp.com/",
  "telephone": "+1 612 315 2470",
  "email": "contact@theBDP.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "42nd Avenue South 3448",
    "postalCode": "55406",
    "addressLocality": "Minneapolis"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 44.939813,
    "longitude": -93.2130979
  },
  "openingHours": "Su-Th 11:00-23:00; Fr,Sa 11:00-00:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday",
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "11:00",
      "closes": "23:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "11:00",
      "closes": "00:00"
    }
  ],
  "servesCuisine": [
    "burger"
  ],
  "hasMenu": "https://thebdp.com/menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/bdp-longfellow",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# The Blue Door Pub Longfellow

> bar or pub (burger) in 42nd Avenue South 3448 55406 Minneapolis, Minneapolis cafes and bars. Phone +1 612 315 2470.

## Book or order directly

- Order: https://www.toasttab.com/bdp-longfellow (through toast acting for the business)
- Menu: https://thebdp.com/menu

## Opening hours

Su-Th 11:00-23:00; Fr,Sa 11:00-00:00

## About

- Website: https://www.thebdp.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).** but without address, phone or hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.
- **Toast works with agents through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them.

## Where it stands
31 of 160 in Minneapolis cafes and bars. Top 19% 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) | 100% | yes |
| Structured data with address, phone and hours | 38% | no |
| Have an llms.txt | 13% | no |

Nearest places in the index: Shepherds Table (A, 490 m, https://directindex.org/r/shepherdstablemn.com); Fireroast Cafe (B, 806 m, https://directindex.org/r/fireroastcoffeempls.com); Loons Coffee (A, 1119 m, https://directindex.org/r/loonscoffee.com); Wildflyer Coffee (B, 1434 m, https://directindex.org/r/wildflyercoffee.com); The Cardinal Restaurant & Bar (B, 1470 m, https://directindex.org/r/cardinaltavern.com); Key West Bistro (C, 1614 m, https://directindex.org/r/keywestbistro.com); Northbound Smokehouse Brewpub (C, 1639 m, https://directindex.org/r/northboundbrewpub.com); Du Nord Craft Spirits (D, 1784 m, https://directindex.org/r/dunordsocialspirits.com); Arbeiter Brewery (B, 1816 m, https://directindex.org/r/arbeiterbrewing.com); Schooner Tavern (D, 1935 m, https://directindex.org/r/schoonertavern.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 66% (51% A or B, 9908 sites); Sites using Toast 72% (57% A or B, 2928 sites); This site 76.9%.

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

## Businesses like The Blue Door Pub Longfellow 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% | 76.9% |
| Sites built with Squarespace in Minneapolis cafes and bars | 46 | 67% | 43% | 76.9% |
| Sites using Toast in Minneapolis cafes and bars | 28 | 66% | 39% | 76.9% |
| Sites built with Squarespace and using Toast in Minneapolis cafes and bars | 11 | 65% | 45% | 76.9% |

The best of the sites built with Squarespace and using Toast in Minneapolis cafes and bars: Norseman Distillery (B 80%, https://directindex.org/r/norsemandistillery.com); The Bulldog (B 78.9%, https://directindex.org/r/thebulldoguptown.com); A Bar of Their Own (B 76.9%, https://directindex.org/r/abaroftheirown.com); Company Bar (B 72.3%, https://directindex.org/r/companybarmpls.com); Berlin (C 64.6%, https://directindex.org/r/berlinmpls.com).

With the fix above (Structured data is incomplete) the score would be about 87.7%: 14th of 160 in Minneapolis cafes and bars, up from 31st.

## The direct record
What agents get for The Blue Door Pub Longfellow, as JSON: https://directindex.org/api/direct/thebdp.com
- Book: none on record
- Order: https://www.toasttab.com/bdp-longfellow (vendor on own site: Toast; found by the scan of 2026-10-16, not yet tested)
- Menu: https://thebdp.com/menu (html_page; from the scan)
- Hours: Su-Th 11:00-23:00; Fr,Sa 11:00-00:00 (open now) (from OpenStreetMap)
- Phone: +1 612 315 2470
- Stable links that count: https://directindex.org/go/thebdp.com/order, https://directindex.org/go/thebdp.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 (Toast): yes
- Vendor terms for agents, Toast: Through partners. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 10 | 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/thebdp.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

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