# Prospect Bar & Grill: Agent-Direct Score C (55.4%)

Site: https://prospectbarandgrill.com
Report: https://directindex.org/r/prospectbarandgrill.com
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Prospect Bar & Grill is partly visible to agents.
AI assistants cannot open the website of Prospect Bar & Grill, so they rely on what other sites say about it.

## Direct links
- Order directly: https://prospectbarandgrill.com/m/orders (on the business's own site)
- Menu: https://prospectbarandgrill.com/food-menu?olsPage=cart
- Phone: +1-347-599-1087

## What to fix first
- **The site turns every visitor without a browser away, AI agents included.** (+25 points) A plain fetch was refused (TimeoutError: The operation was aborted due to timeout); 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
- **Structured data is incomplete.** (+1 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Prospect Bar & Grill",
  "url": "https://prospectbarandgrill.com",
  "telephone": "+1-347-599-1087",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.6657682,
    "longitude": -73.9889482
  },
  "openingHours": "Mo-Th 15:00-01:00, Fr 15:00-03:00, Sa 11:00-03:00, Su 11:00-01:00",
  "servesCuisine": [
    "pub"
  ],
  "hasMenu": "https://prospectbarandgrill.com/food-menu?olsPage=cart",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://prospectbarandgrill.com/m/orders",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.
- **Structured data present (LocalBusiness).** address, opening hours
- **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.

## Since the scan of 2026-10-14 (F then)
- Fixed: The site could not be read at all
- New: The site turned every visitor without a browser away; Structured data was incomplete

## Where it stands
713 of 1477 in New York cafes and bars. Top 48% 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 | 98% | yes |
| Publish the menu or price list as HTML | 96% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 99% | no |
| Structured data with address, phone and hours | 25% | no |
| Have an llms.txt | 11% | no |

Nearest places with a similar menu: Freddy's (D, 333 m, https://directindex.org/r/freddysbar.com); Park Slope Ale House (F, 796 m, https://directindex.org/r/parkslopealehouse.com); Double Windsor (C, 922 m, https://directindex.org/r/doublewindsorbklyn.com); The Commissioner (B, 1196 m, https://directindex.org/r/thecommissionerbk.com); Union Hall (C, 1360 m, https://directindex.org/r/unionhallny.com); Lucky 13 (C, 1454 m, https://directindex.org/r/lucky13saloon.com); Evalyn's Tap House (B, 1772 m, https://directindex.org/r/evalynstaphouse.com); Ocean's 8 (D, 1859 m, https://directindex.org/r/oceans8ny.com); Grimm Tavern (B, 2117 m, https://directindex.org/r/grimmales.com); L'Wren (C, 2146 m, https://directindex.org/r/lwrenbar.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 GoDaddy Website Builder 54% (23% A or B, 285 sites); This site 55.4%.

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

## Businesses like Prospect Bar & Grill in New York cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York cafes and bars | 1477 | 48% | 30% | 55.4% |
| Sites built with GoDaddy Website Builder in New York cafes and bars | 18 | 47% | 33% | 55.4% |

The best of the sites built with GoDaddy Website Builder in New York cafes and bars: Java Joe (B 84.6%, https://directindex.org/r/javajoebrooklyn.com); Java Girl (B 83.1%, https://directindex.org/r/javagirlnewyork.com); Murray Cafe (B 80%, https://directindex.org/r/murraycafe.com); Sugar Monk (B 76.9%, https://directindex.org/r/sugarmonklounge.com); Loafers Cocktail Bar (B 73.8%, https://directindex.org/r/loafersbar.com).

With the two fixes above (The site turns every visitor without a browser away, AI agents included; Structured data is incomplete) the score would be about 95.4%: 7th of 1,477 in New York cafes and bars, up from 713th.

## The direct record
What agents get for Prospect Bar & Grill, as JSON: https://directindex.org/api/direct/prospectbarandgrill.com
- Book: none on record
- Order: https://prospectbarandgrill.com/m/orders (own site; found by the scan of 2026-10-15, not yet tested)
- Menu: https://prospectbarandgrill.com/food-menu?olsPage=cart (html_page; from the scan)
- Hours: Mo-Th 15:00-01:00, Fr 15:00-03:00, Sa 11:00-03:00, Su 11:00-01:00 (from OpenStreetMap)
- Phone: +1-347-599-1087
- Stable links that count: https://directindex.org/go/prospectbarandgrill.com/order, https://directindex.org/go/prospectbarandgrill.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 TimeoutError: The operation was aborted due to timeout); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 21 | 25 |
| Actionable | 15 | 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: yes

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